Spaces:
Runtime error
Runtime error
thinh-huynh-re
commited on
Commit
•
254ea49
1
Parent(s):
1def0a4
Update
Browse files- labels/kinetics_400.csv +401 -0
- labels/kinetics_400.json +402 -0
- raw_labels/kinetics_400.csv +401 -0
- raw_labels/kinetics_400.json +402 -0
- run_opencv.py +12 -4
labels/kinetics_400.csv
ADDED
@@ -0,0 +1,401 @@
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1 |
+
id,name
|
2 |
+
0,abseiling
|
3 |
+
1,air drumming
|
4 |
+
2,answering questions
|
5 |
+
3,applauding
|
6 |
+
4,applying cream
|
7 |
+
5,archery
|
8 |
+
6,arm wrestling
|
9 |
+
7,arranging flowers
|
10 |
+
8,assembling computer
|
11 |
+
9,auctioning
|
12 |
+
10,baby waking up
|
13 |
+
11,baking cookies
|
14 |
+
12,balloon blowing
|
15 |
+
13,bandaging
|
16 |
+
14,barbequing
|
17 |
+
15,bartending
|
18 |
+
16,beatboxing
|
19 |
+
17,bee keeping
|
20 |
+
18,belly dancing
|
21 |
+
19,bench pressing
|
22 |
+
20,bending back
|
23 |
+
21,bending metal
|
24 |
+
22,biking through snow
|
25 |
+
23,blasting sand
|
26 |
+
24,blowing glass
|
27 |
+
25,blowing leaves
|
28 |
+
26,blowing nose
|
29 |
+
27,blowing out candles
|
30 |
+
28,bobsledding
|
31 |
+
29,bookbinding
|
32 |
+
30,bouncing on trampoline
|
33 |
+
31,bowling
|
34 |
+
32,braiding hair
|
35 |
+
33,breading or breadcrumbing
|
36 |
+
34,breakdancing
|
37 |
+
35,brush painting
|
38 |
+
36,brushing hair
|
39 |
+
37,brushing teeth
|
40 |
+
38,building cabinet
|
41 |
+
39,building shed
|
42 |
+
40,bungee jumping
|
43 |
+
41,busking
|
44 |
+
42,canoeing or kayaking
|
45 |
+
43,capoeira
|
46 |
+
44,carrying baby
|
47 |
+
45,cartwheeling
|
48 |
+
46,carving pumpkin
|
49 |
+
47,catching fish
|
50 |
+
48,catching or throwing baseball
|
51 |
+
49,catching or throwing frisbee
|
52 |
+
50,catching or throwing softball
|
53 |
+
51,celebrating
|
54 |
+
52,changing oil
|
55 |
+
53,changing wheel
|
56 |
+
54,checking tires
|
57 |
+
55,cheerleading
|
58 |
+
56,chopping wood
|
59 |
+
57,clapping
|
60 |
+
58,clay pottery making
|
61 |
+
59,clean and jerk
|
62 |
+
60,cleaning floor
|
63 |
+
61,cleaning gutters
|
64 |
+
62,cleaning pool
|
65 |
+
63,cleaning shoes
|
66 |
+
64,cleaning toilet
|
67 |
+
65,cleaning windows
|
68 |
+
66,climbing a rope
|
69 |
+
67,climbing ladder
|
70 |
+
68,climbing tree
|
71 |
+
69,contact juggling
|
72 |
+
70,cooking chicken
|
73 |
+
71,cooking egg
|
74 |
+
72,cooking on campfire
|
75 |
+
73,cooking sausages
|
76 |
+
74,counting money
|
77 |
+
75,country line dancing
|
78 |
+
76,cracking neck
|
79 |
+
77,crawling baby
|
80 |
+
78,crossing river
|
81 |
+
79,crying
|
82 |
+
80,curling hair
|
83 |
+
81,cutting nails
|
84 |
+
82,cutting pineapple
|
85 |
+
83,cutting watermelon
|
86 |
+
84,dancing ballet
|
87 |
+
85,dancing charleston
|
88 |
+
86,dancing gangnam style
|
89 |
+
87,dancing macarena
|
90 |
+
88,deadlifting
|
91 |
+
89,decorating the christmas tree
|
92 |
+
90,digging
|
93 |
+
91,dining
|
94 |
+
92,disc golfing
|
95 |
+
93,diving cliff
|
96 |
+
94,dodgeball
|
97 |
+
95,doing aerobics
|
98 |
+
96,doing laundry
|
99 |
+
97,doing nails
|
100 |
+
98,drawing
|
101 |
+
99,dribbling basketball
|
102 |
+
100,drinking
|
103 |
+
101,drinking beer
|
104 |
+
102,drinking shots
|
105 |
+
103,driving car
|
106 |
+
104,driving tractor
|
107 |
+
105,drop kicking
|
108 |
+
106,drumming fingers
|
109 |
+
107,dunking basketball
|
110 |
+
108,dying hair
|
111 |
+
109,eating burger
|
112 |
+
110,eating cake
|
113 |
+
111,eating carrots
|
114 |
+
112,eating chips
|
115 |
+
113,eating doughnuts
|
116 |
+
114,eating hotdog
|
117 |
+
115,eating ice cream
|
118 |
+
116,eating spaghetti
|
119 |
+
117,eating watermelon
|
120 |
+
118,egg hunting
|
121 |
+
119,exercising arm
|
122 |
+
120,exercising with an exercise ball
|
123 |
+
121,extinguishing fire
|
124 |
+
122,faceplanting
|
125 |
+
123,feeding birds
|
126 |
+
124,feeding fish
|
127 |
+
125,feeding goats
|
128 |
+
126,filling eyebrows
|
129 |
+
127,finger snapping
|
130 |
+
128,fixing hair
|
131 |
+
129,flipping pancake
|
132 |
+
130,flying kite
|
133 |
+
131,folding clothes
|
134 |
+
132,folding napkins
|
135 |
+
133,folding paper
|
136 |
+
134,front raises
|
137 |
+
135,frying vegetables
|
138 |
+
136,garbage collecting
|
139 |
+
137,gargling
|
140 |
+
138,getting a haircut
|
141 |
+
139,getting a tattoo
|
142 |
+
140,giving or receiving award
|
143 |
+
141,golf chipping
|
144 |
+
142,golf driving
|
145 |
+
143,golf putting
|
146 |
+
144,grinding meat
|
147 |
+
145,grooming dog
|
148 |
+
146,grooming horse
|
149 |
+
147,gymnastics tumbling
|
150 |
+
148,hammer throw
|
151 |
+
149,headbanging
|
152 |
+
150,headbutting
|
153 |
+
151,high jump
|
154 |
+
152,high kick
|
155 |
+
153,hitting baseball
|
156 |
+
154,hockey stop
|
157 |
+
155,holding snake
|
158 |
+
156,hopscotch
|
159 |
+
157,hoverboarding
|
160 |
+
158,hugging
|
161 |
+
159,hula hooping
|
162 |
+
160,hurdling
|
163 |
+
161,hurling (sport)
|
164 |
+
162,ice climbing
|
165 |
+
163,ice fishing
|
166 |
+
164,ice skating
|
167 |
+
165,ironing
|
168 |
+
166,javelin throw
|
169 |
+
167,jetskiing
|
170 |
+
168,jogging
|
171 |
+
169,juggling balls
|
172 |
+
170,juggling fire
|
173 |
+
171,juggling soccer ball
|
174 |
+
172,jumping into pool
|
175 |
+
173,jumpstyle dancing
|
176 |
+
174,kicking field goal
|
177 |
+
175,kicking soccer ball
|
178 |
+
176,kissing
|
179 |
+
177,kitesurfing
|
180 |
+
178,knitting
|
181 |
+
179,krumping
|
182 |
+
180,laughing
|
183 |
+
181,laying bricks
|
184 |
+
182,long jump
|
185 |
+
183,lunge
|
186 |
+
184,making a cake
|
187 |
+
185,making a sandwich
|
188 |
+
186,making bed
|
189 |
+
187,making jewelry
|
190 |
+
188,making pizza
|
191 |
+
189,making snowman
|
192 |
+
190,making sushi
|
193 |
+
191,making tea
|
194 |
+
192,marching
|
195 |
+
193,massaging back
|
196 |
+
194,massaging feet
|
197 |
+
195,massaging legs
|
198 |
+
196,massaging person's head
|
199 |
+
197,milking cow
|
200 |
+
198,mopping floor
|
201 |
+
199,motorcycling
|
202 |
+
200,moving furniture
|
203 |
+
201,mowing lawn
|
204 |
+
202,news anchoring
|
205 |
+
203,opening bottle
|
206 |
+
204,opening present
|
207 |
+
205,paragliding
|
208 |
+
206,parasailing
|
209 |
+
207,parkour
|
210 |
+
208,passing American football (in game)
|
211 |
+
209,passing American football (not in game)
|
212 |
+
210,peeling apples
|
213 |
+
211,peeling potatoes
|
214 |
+
212,petting animal (not cat)
|
215 |
+
213,petting cat
|
216 |
+
214,picking fruit
|
217 |
+
215,planting trees
|
218 |
+
216,plastering
|
219 |
+
217,playing accordion
|
220 |
+
218,playing badminton
|
221 |
+
219,playing bagpipes
|
222 |
+
220,playing basketball
|
223 |
+
221,playing bass guitar
|
224 |
+
222,playing cards
|
225 |
+
223,playing cello
|
226 |
+
224,playing chess
|
227 |
+
225,playing clarinet
|
228 |
+
226,playing controller
|
229 |
+
227,playing cricket
|
230 |
+
228,playing cymbals
|
231 |
+
229,playing didgeridoo
|
232 |
+
230,playing drums
|
233 |
+
231,playing flute
|
234 |
+
232,playing guitar
|
235 |
+
233,playing harmonica
|
236 |
+
234,playing harp
|
237 |
+
235,playing ice hockey
|
238 |
+
236,playing keyboard
|
239 |
+
237,playing kickball
|
240 |
+
238,playing monopoly
|
241 |
+
239,playing organ
|
242 |
+
240,playing paintball
|
243 |
+
241,playing piano
|
244 |
+
242,playing poker
|
245 |
+
243,playing recorder
|
246 |
+
244,playing saxophone
|
247 |
+
245,playing squash or racquetball
|
248 |
+
246,playing tennis
|
249 |
+
247,playing trombone
|
250 |
+
248,playing trumpet
|
251 |
+
249,playing ukulele
|
252 |
+
250,playing violin
|
253 |
+
251,playing volleyball
|
254 |
+
252,playing xylophone
|
255 |
+
253,pole vault
|
256 |
+
254,presenting weather forecast
|
257 |
+
255,pull ups
|
258 |
+
256,pumping fist
|
259 |
+
257,pumping gas
|
260 |
+
258,punching bag
|
261 |
+
259,punching person (boxing)
|
262 |
+
260,push up
|
263 |
+
261,pushing car
|
264 |
+
262,pushing cart
|
265 |
+
263,pushing wheelchair
|
266 |
+
264,reading book
|
267 |
+
265,reading newspaper
|
268 |
+
266,recording music
|
269 |
+
267,riding a bike
|
270 |
+
268,riding camel
|
271 |
+
269,riding elephant
|
272 |
+
270,riding mechanical bull
|
273 |
+
271,riding mountain bike
|
274 |
+
272,riding mule
|
275 |
+
273,riding or walking with horse
|
276 |
+
274,riding scooter
|
277 |
+
275,riding unicycle
|
278 |
+
276,ripping paper
|
279 |
+
277,robot dancing
|
280 |
+
278,rock climbing
|
281 |
+
279,rock scissors paper
|
282 |
+
280,roller skating
|
283 |
+
281,running on treadmill
|
284 |
+
282,sailing
|
285 |
+
283,salsa dancing
|
286 |
+
284,sanding floor
|
287 |
+
285,scrambling eggs
|
288 |
+
286,scuba diving
|
289 |
+
287,setting table
|
290 |
+
288,shaking hands
|
291 |
+
289,shaking head
|
292 |
+
290,sharpening knives
|
293 |
+
291,sharpening pencil
|
294 |
+
292,shaving head
|
295 |
+
293,shaving legs
|
296 |
+
294,shearing sheep
|
297 |
+
295,shining shoes
|
298 |
+
296,shooting basketball
|
299 |
+
297,shooting goal (soccer)
|
300 |
+
298,shot put
|
301 |
+
299,shoveling snow
|
302 |
+
300,shredding paper
|
303 |
+
301,shuffling cards
|
304 |
+
302,side kick
|
305 |
+
303,sign language interpreting
|
306 |
+
304,singing
|
307 |
+
305,situp
|
308 |
+
306,skateboarding
|
309 |
+
307,ski jumping
|
310 |
+
308,skiing (not slalom or crosscountry)
|
311 |
+
309,skiing crosscountry
|
312 |
+
310,skiing slalom
|
313 |
+
311,skipping rope
|
314 |
+
312,skydiving
|
315 |
+
313,slacklining
|
316 |
+
314,slapping
|
317 |
+
315,sled dog racing
|
318 |
+
316,smoking
|
319 |
+
317,smoking hookah
|
320 |
+
318,snatch weight lifting
|
321 |
+
319,sneezing
|
322 |
+
320,sniffing
|
323 |
+
321,snorkeling
|
324 |
+
322,snowboarding
|
325 |
+
323,snowkiting
|
326 |
+
324,snowmobiling
|
327 |
+
325,somersaulting
|
328 |
+
326,spinning poi
|
329 |
+
327,spray painting
|
330 |
+
328,spraying
|
331 |
+
329,springboard diving
|
332 |
+
330,squat
|
333 |
+
331,sticking tongue out
|
334 |
+
332,stomping grapes
|
335 |
+
333,stretching arm
|
336 |
+
334,stretching leg
|
337 |
+
335,strumming guitar
|
338 |
+
336,surfing crowd
|
339 |
+
337,surfing water
|
340 |
+
338,sweeping floor
|
341 |
+
339,swimming backstroke
|
342 |
+
340,swimming breast stroke
|
343 |
+
341,swimming butterfly stroke
|
344 |
+
342,swing dancing
|
345 |
+
343,swinging legs
|
346 |
+
344,swinging on something
|
347 |
+
345,sword fighting
|
348 |
+
346,tai chi
|
349 |
+
347,taking a shower
|
350 |
+
348,tango dancing
|
351 |
+
349,tap dancing
|
352 |
+
350,tapping guitar
|
353 |
+
351,tapping pen
|
354 |
+
352,tasting beer
|
355 |
+
353,tasting food
|
356 |
+
354,testifying
|
357 |
+
355,texting
|
358 |
+
356,throwing axe
|
359 |
+
357,throwing ball
|
360 |
+
358,throwing discus
|
361 |
+
359,tickling
|
362 |
+
360,tobogganing
|
363 |
+
361,tossing coin
|
364 |
+
362,tossing salad
|
365 |
+
363,training dog
|
366 |
+
364,trapezing
|
367 |
+
365,trimming or shaving beard
|
368 |
+
366,trimming trees
|
369 |
+
367,triple jump
|
370 |
+
368,tying bow tie
|
371 |
+
369,tying knot (not on a tie)
|
372 |
+
370,tying tie
|
373 |
+
371,unboxing
|
374 |
+
372,unloading truck
|
375 |
+
373,using computer
|
376 |
+
374,using remote controller (not gaming)
|
377 |
+
375,using segway
|
378 |
+
376,vault
|
379 |
+
377,waiting in line
|
380 |
+
378,walking the dog
|
381 |
+
379,washing dishes
|
382 |
+
380,washing feet
|
383 |
+
381,washing hair
|
384 |
+
382,washing hands
|
385 |
+
383,water skiing
|
386 |
+
384,water sliding
|
387 |
+
385,watering plants
|
388 |
+
386,waxing back
|
389 |
+
387,waxing chest
|
390 |
+
388,waxing eyebrows
|
391 |
+
389,waxing legs
|
392 |
+
390,weaving basket
|
393 |
+
391,welding
|
394 |
+
392,whistling
|
395 |
+
393,windsurfing
|
396 |
+
394,wrapping present
|
397 |
+
395,wrestling
|
398 |
+
396,writing
|
399 |
+
397,yawning
|
400 |
+
398,yoga
|
401 |
+
399,zumba
|
labels/kinetics_400.json
ADDED
@@ -0,0 +1,402 @@
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|
|
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|
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|
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|
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|
|
|
|
|
|
|
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|
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|
|
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|
|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"0": "abseiling",
|
3 |
+
"1": "air drumming",
|
4 |
+
"2": "answering questions",
|
5 |
+
"3": "applauding",
|
6 |
+
"4": "applying cream",
|
7 |
+
"5": "archery",
|
8 |
+
"6": "arm wrestling",
|
9 |
+
"7": "arranging flowers",
|
10 |
+
"8": "assembling computer",
|
11 |
+
"9": "auctioning",
|
12 |
+
"10": "baby waking up",
|
13 |
+
"11": "baking cookies",
|
14 |
+
"12": "balloon blowing",
|
15 |
+
"13": "bandaging",
|
16 |
+
"14": "barbequing",
|
17 |
+
"15": "bartending",
|
18 |
+
"16": "beatboxing",
|
19 |
+
"17": "bee keeping",
|
20 |
+
"18": "belly dancing",
|
21 |
+
"19": "bench pressing",
|
22 |
+
"20": "bending back",
|
23 |
+
"21": "bending metal",
|
24 |
+
"22": "biking through snow",
|
25 |
+
"23": "blasting sand",
|
26 |
+
"24": "blowing glass",
|
27 |
+
"25": "blowing leaves",
|
28 |
+
"26": "blowing nose",
|
29 |
+
"27": "blowing out candles",
|
30 |
+
"28": "bobsledding",
|
31 |
+
"29": "bookbinding",
|
32 |
+
"30": "bouncing on trampoline",
|
33 |
+
"31": "bowling",
|
34 |
+
"32": "braiding hair",
|
35 |
+
"33": "breading or breadcrumbing",
|
36 |
+
"34": "breakdancing",
|
37 |
+
"35": "brush painting",
|
38 |
+
"36": "brushing hair",
|
39 |
+
"37": "brushing teeth",
|
40 |
+
"38": "building cabinet",
|
41 |
+
"39": "building shed",
|
42 |
+
"40": "bungee jumping",
|
43 |
+
"41": "busking",
|
44 |
+
"42": "canoeing or kayaking",
|
45 |
+
"43": "capoeira",
|
46 |
+
"44": "carrying baby",
|
47 |
+
"45": "cartwheeling",
|
48 |
+
"46": "carving pumpkin",
|
49 |
+
"47": "catching fish",
|
50 |
+
"48": "catching or throwing baseball",
|
51 |
+
"49": "catching or throwing frisbee",
|
52 |
+
"50": "catching or throwing softball",
|
53 |
+
"51": "celebrating",
|
54 |
+
"52": "changing oil",
|
55 |
+
"53": "changing wheel",
|
56 |
+
"54": "checking tires",
|
57 |
+
"55": "cheerleading",
|
58 |
+
"56": "chopping wood",
|
59 |
+
"57": "clapping",
|
60 |
+
"58": "clay pottery making",
|
61 |
+
"59": "clean and jerk",
|
62 |
+
"60": "cleaning floor",
|
63 |
+
"61": "cleaning gutters",
|
64 |
+
"62": "cleaning pool",
|
65 |
+
"63": "cleaning shoes",
|
66 |
+
"64": "cleaning toilet",
|
67 |
+
"65": "cleaning windows",
|
68 |
+
"66": "climbing a rope",
|
69 |
+
"67": "climbing ladder",
|
70 |
+
"68": "climbing tree",
|
71 |
+
"69": "contact juggling",
|
72 |
+
"70": "cooking chicken",
|
73 |
+
"71": "cooking egg",
|
74 |
+
"72": "cooking on campfire",
|
75 |
+
"73": "cooking sausages",
|
76 |
+
"74": "counting money",
|
77 |
+
"75": "country line dancing",
|
78 |
+
"76": "cracking neck",
|
79 |
+
"77": "crawling baby",
|
80 |
+
"78": "crossing river",
|
81 |
+
"79": "crying",
|
82 |
+
"80": "curling hair",
|
83 |
+
"81": "cutting nails",
|
84 |
+
"82": "cutting pineapple",
|
85 |
+
"83": "cutting watermelon",
|
86 |
+
"84": "dancing ballet",
|
87 |
+
"85": "dancing charleston",
|
88 |
+
"86": "dancing gangnam style",
|
89 |
+
"87": "dancing macarena",
|
90 |
+
"88": "deadlifting",
|
91 |
+
"89": "decorating the christmas tree",
|
92 |
+
"90": "digging",
|
93 |
+
"91": "dining",
|
94 |
+
"92": "disc golfing",
|
95 |
+
"93": "diving cliff",
|
96 |
+
"94": "dodgeball",
|
97 |
+
"95": "doing aerobics",
|
98 |
+
"96": "doing laundry",
|
99 |
+
"97": "doing nails",
|
100 |
+
"98": "drawing",
|
101 |
+
"99": "dribbling basketball",
|
102 |
+
"100": "drinking",
|
103 |
+
"101": "drinking beer",
|
104 |
+
"102": "drinking shots",
|
105 |
+
"103": "driving car",
|
106 |
+
"104": "driving tractor",
|
107 |
+
"105": "drop kicking",
|
108 |
+
"106": "drumming fingers",
|
109 |
+
"107": "dunking basketball",
|
110 |
+
"108": "dying hair",
|
111 |
+
"109": "eating burger",
|
112 |
+
"110": "eating cake",
|
113 |
+
"111": "eating carrots",
|
114 |
+
"112": "eating chips",
|
115 |
+
"113": "eating doughnuts",
|
116 |
+
"114": "eating hotdog",
|
117 |
+
"115": "eating ice cream",
|
118 |
+
"116": "eating spaghetti",
|
119 |
+
"117": "eating watermelon",
|
120 |
+
"118": "egg hunting",
|
121 |
+
"119": "exercising arm",
|
122 |
+
"120": "exercising with an exercise ball",
|
123 |
+
"121": "extinguishing fire",
|
124 |
+
"122": "faceplanting",
|
125 |
+
"123": "feeding birds",
|
126 |
+
"124": "feeding fish",
|
127 |
+
"125": "feeding goats",
|
128 |
+
"126": "filling eyebrows",
|
129 |
+
"127": "finger snapping",
|
130 |
+
"128": "fixing hair",
|
131 |
+
"129": "flipping pancake",
|
132 |
+
"130": "flying kite",
|
133 |
+
"131": "folding clothes",
|
134 |
+
"132": "folding napkins",
|
135 |
+
"133": "folding paper",
|
136 |
+
"134": "front raises",
|
137 |
+
"135": "frying vegetables",
|
138 |
+
"136": "garbage collecting",
|
139 |
+
"137": "gargling",
|
140 |
+
"138": "getting a haircut",
|
141 |
+
"139": "getting a tattoo",
|
142 |
+
"140": "giving or receiving award",
|
143 |
+
"141": "golf chipping",
|
144 |
+
"142": "golf driving",
|
145 |
+
"143": "golf putting",
|
146 |
+
"144": "grinding meat",
|
147 |
+
"145": "grooming dog",
|
148 |
+
"146": "grooming horse",
|
149 |
+
"147": "gymnastics tumbling",
|
150 |
+
"148": "hammer throw",
|
151 |
+
"149": "headbanging",
|
152 |
+
"150": "headbutting",
|
153 |
+
"151": "high jump",
|
154 |
+
"152": "high kick",
|
155 |
+
"153": "hitting baseball",
|
156 |
+
"154": "hockey stop",
|
157 |
+
"155": "holding snake",
|
158 |
+
"156": "hopscotch",
|
159 |
+
"157": "hoverboarding",
|
160 |
+
"158": "hugging",
|
161 |
+
"159": "hula hooping",
|
162 |
+
"160": "hurdling",
|
163 |
+
"161": "hurling (sport)",
|
164 |
+
"162": "ice climbing",
|
165 |
+
"163": "ice fishing",
|
166 |
+
"164": "ice skating",
|
167 |
+
"165": "ironing",
|
168 |
+
"166": "javelin throw",
|
169 |
+
"167": "jetskiing",
|
170 |
+
"168": "jogging",
|
171 |
+
"169": "juggling balls",
|
172 |
+
"170": "juggling fire",
|
173 |
+
"171": "juggling soccer ball",
|
174 |
+
"172": "jumping into pool",
|
175 |
+
"173": "jumpstyle dancing",
|
176 |
+
"174": "kicking field goal",
|
177 |
+
"175": "kicking soccer ball",
|
178 |
+
"176": "kissing",
|
179 |
+
"177": "kitesurfing",
|
180 |
+
"178": "knitting",
|
181 |
+
"179": "krumping",
|
182 |
+
"180": "laughing",
|
183 |
+
"181": "laying bricks",
|
184 |
+
"182": "long jump",
|
185 |
+
"183": "lunge",
|
186 |
+
"184": "making a cake",
|
187 |
+
"185": "making a sandwich",
|
188 |
+
"186": "making bed",
|
189 |
+
"187": "making jewelry",
|
190 |
+
"188": "making pizza",
|
191 |
+
"189": "making snowman",
|
192 |
+
"190": "making sushi",
|
193 |
+
"191": "making tea",
|
194 |
+
"192": "marching",
|
195 |
+
"193": "massaging back",
|
196 |
+
"194": "massaging feet",
|
197 |
+
"195": "massaging legs",
|
198 |
+
"196": "massaging person's head",
|
199 |
+
"197": "milking cow",
|
200 |
+
"198": "mopping floor",
|
201 |
+
"199": "motorcycling",
|
202 |
+
"200": "moving furniture",
|
203 |
+
"201": "mowing lawn",
|
204 |
+
"202": "news anchoring",
|
205 |
+
"203": "opening bottle",
|
206 |
+
"204": "opening present",
|
207 |
+
"205": "paragliding",
|
208 |
+
"206": "parasailing",
|
209 |
+
"207": "parkour",
|
210 |
+
"208": "passing American football (in game)",
|
211 |
+
"209": "passing American football (not in game)",
|
212 |
+
"210": "peeling apples",
|
213 |
+
"211": "peeling potatoes",
|
214 |
+
"212": "petting animal (not cat)",
|
215 |
+
"213": "petting cat",
|
216 |
+
"214": "picking fruit",
|
217 |
+
"215": "planting trees",
|
218 |
+
"216": "plastering",
|
219 |
+
"217": "playing accordion",
|
220 |
+
"218": "playing badminton",
|
221 |
+
"219": "playing bagpipes",
|
222 |
+
"220": "playing basketball",
|
223 |
+
"221": "playing bass guitar",
|
224 |
+
"222": "playing cards",
|
225 |
+
"223": "playing cello",
|
226 |
+
"224": "playing chess",
|
227 |
+
"225": "playing clarinet",
|
228 |
+
"226": "playing controller",
|
229 |
+
"227": "playing cricket",
|
230 |
+
"228": "playing cymbals",
|
231 |
+
"229": "playing didgeridoo",
|
232 |
+
"230": "playing drums",
|
233 |
+
"231": "playing flute",
|
234 |
+
"232": "playing guitar",
|
235 |
+
"233": "playing harmonica",
|
236 |
+
"234": "playing harp",
|
237 |
+
"235": "playing ice hockey",
|
238 |
+
"236": "playing keyboard",
|
239 |
+
"237": "playing kickball",
|
240 |
+
"238": "playing monopoly",
|
241 |
+
"239": "playing organ",
|
242 |
+
"240": "playing paintball",
|
243 |
+
"241": "playing piano",
|
244 |
+
"242": "playing poker",
|
245 |
+
"243": "playing recorder",
|
246 |
+
"244": "playing saxophone",
|
247 |
+
"245": "playing squash or racquetball",
|
248 |
+
"246": "playing tennis",
|
249 |
+
"247": "playing trombone",
|
250 |
+
"248": "playing trumpet",
|
251 |
+
"249": "playing ukulele",
|
252 |
+
"250": "playing violin",
|
253 |
+
"251": "playing volleyball",
|
254 |
+
"252": "playing xylophone",
|
255 |
+
"253": "pole vault",
|
256 |
+
"254": "presenting weather forecast",
|
257 |
+
"255": "pull ups",
|
258 |
+
"256": "pumping fist",
|
259 |
+
"257": "pumping gas",
|
260 |
+
"258": "punching bag",
|
261 |
+
"259": "punching person (boxing)",
|
262 |
+
"260": "push up",
|
263 |
+
"261": "pushing car",
|
264 |
+
"262": "pushing cart",
|
265 |
+
"263": "pushing wheelchair",
|
266 |
+
"264": "reading book",
|
267 |
+
"265": "reading newspaper",
|
268 |
+
"266": "recording music",
|
269 |
+
"267": "riding a bike",
|
270 |
+
"268": "riding camel",
|
271 |
+
"269": "riding elephant",
|
272 |
+
"270": "riding mechanical bull",
|
273 |
+
"271": "riding mountain bike",
|
274 |
+
"272": "riding mule",
|
275 |
+
"273": "riding or walking with horse",
|
276 |
+
"274": "riding scooter",
|
277 |
+
"275": "riding unicycle",
|
278 |
+
"276": "ripping paper",
|
279 |
+
"277": "robot dancing",
|
280 |
+
"278": "rock climbing",
|
281 |
+
"279": "rock scissors paper",
|
282 |
+
"280": "roller skating",
|
283 |
+
"281": "running on treadmill",
|
284 |
+
"282": "sailing",
|
285 |
+
"283": "salsa dancing",
|
286 |
+
"284": "sanding floor",
|
287 |
+
"285": "scrambling eggs",
|
288 |
+
"286": "scuba diving",
|
289 |
+
"287": "setting table",
|
290 |
+
"288": "shaking hands",
|
291 |
+
"289": "shaking head",
|
292 |
+
"290": "sharpening knives",
|
293 |
+
"291": "sharpening pencil",
|
294 |
+
"292": "shaving head",
|
295 |
+
"293": "shaving legs",
|
296 |
+
"294": "shearing sheep",
|
297 |
+
"295": "shining shoes",
|
298 |
+
"296": "shooting basketball",
|
299 |
+
"297": "shooting goal (soccer)",
|
300 |
+
"298": "shot put",
|
301 |
+
"299": "shoveling snow",
|
302 |
+
"300": "shredding paper",
|
303 |
+
"301": "shuffling cards",
|
304 |
+
"302": "side kick",
|
305 |
+
"303": "sign language interpreting",
|
306 |
+
"304": "singing",
|
307 |
+
"305": "situp",
|
308 |
+
"306": "skateboarding",
|
309 |
+
"307": "ski jumping",
|
310 |
+
"308": "skiing (not slalom or crosscountry)",
|
311 |
+
"309": "skiing crosscountry",
|
312 |
+
"310": "skiing slalom",
|
313 |
+
"311": "skipping rope",
|
314 |
+
"312": "skydiving",
|
315 |
+
"313": "slacklining",
|
316 |
+
"314": "slapping",
|
317 |
+
"315": "sled dog racing",
|
318 |
+
"316": "smoking",
|
319 |
+
"317": "smoking hookah",
|
320 |
+
"318": "snatch weight lifting",
|
321 |
+
"319": "sneezing",
|
322 |
+
"320": "sniffing",
|
323 |
+
"321": "snorkeling",
|
324 |
+
"322": "snowboarding",
|
325 |
+
"323": "snowkiting",
|
326 |
+
"324": "snowmobiling",
|
327 |
+
"325": "somersaulting",
|
328 |
+
"326": "spinning poi",
|
329 |
+
"327": "spray painting",
|
330 |
+
"328": "spraying",
|
331 |
+
"329": "springboard diving",
|
332 |
+
"330": "squat",
|
333 |
+
"331": "sticking tongue out",
|
334 |
+
"332": "stomping grapes",
|
335 |
+
"333": "stretching arm",
|
336 |
+
"334": "stretching leg",
|
337 |
+
"335": "strumming guitar",
|
338 |
+
"336": "surfing crowd",
|
339 |
+
"337": "surfing water",
|
340 |
+
"338": "sweeping floor",
|
341 |
+
"339": "swimming backstroke",
|
342 |
+
"340": "swimming breast stroke",
|
343 |
+
"341": "swimming butterfly stroke",
|
344 |
+
"342": "swing dancing",
|
345 |
+
"343": "swinging legs",
|
346 |
+
"344": "swinging on something",
|
347 |
+
"345": "sword fighting",
|
348 |
+
"346": "tai chi",
|
349 |
+
"347": "taking a shower",
|
350 |
+
"348": "tango dancing",
|
351 |
+
"349": "tap dancing",
|
352 |
+
"350": "tapping guitar",
|
353 |
+
"351": "tapping pen",
|
354 |
+
"352": "tasting beer",
|
355 |
+
"353": "tasting food",
|
356 |
+
"354": "testifying",
|
357 |
+
"355": "texting",
|
358 |
+
"356": "throwing axe",
|
359 |
+
"357": "throwing ball",
|
360 |
+
"358": "throwing discus",
|
361 |
+
"359": "tickling",
|
362 |
+
"360": "tobogganing",
|
363 |
+
"361": "tossing coin",
|
364 |
+
"362": "tossing salad",
|
365 |
+
"363": "training dog",
|
366 |
+
"364": "trapezing",
|
367 |
+
"365": "trimming or shaving beard",
|
368 |
+
"366": "trimming trees",
|
369 |
+
"367": "triple jump",
|
370 |
+
"368": "tying bow tie",
|
371 |
+
"369": "tying knot (not on a tie)",
|
372 |
+
"370": "tying tie",
|
373 |
+
"371": "unboxing",
|
374 |
+
"372": "unloading truck",
|
375 |
+
"373": "using computer",
|
376 |
+
"374": "using remote controller (not gaming)",
|
377 |
+
"375": "using segway",
|
378 |
+
"376": "vault",
|
379 |
+
"377": "waiting in line",
|
380 |
+
"378": "walking the dog",
|
381 |
+
"379": "washing dishes",
|
382 |
+
"380": "washing feet",
|
383 |
+
"381": "washing hair",
|
384 |
+
"382": "washing hands",
|
385 |
+
"383": "water skiing",
|
386 |
+
"384": "water sliding",
|
387 |
+
"385": "watering plants",
|
388 |
+
"386": "waxing back",
|
389 |
+
"387": "waxing chest",
|
390 |
+
"388": "waxing eyebrows",
|
391 |
+
"389": "waxing legs",
|
392 |
+
"390": "weaving basket",
|
393 |
+
"391": "welding",
|
394 |
+
"392": "whistling",
|
395 |
+
"393": "windsurfing",
|
396 |
+
"394": "wrapping present",
|
397 |
+
"395": "wrestling",
|
398 |
+
"396": "writing",
|
399 |
+
"397": "yawning",
|
400 |
+
"398": "yoga",
|
401 |
+
"399": "zumba"
|
402 |
+
}
|
raw_labels/kinetics_400.csv
ADDED
@@ -0,0 +1,401 @@
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
id,name
|
2 |
+
0,abseiling
|
3 |
+
1,air drumming
|
4 |
+
2,answering questions
|
5 |
+
3,applauding
|
6 |
+
4,applying cream
|
7 |
+
5,archery
|
8 |
+
6,arm wrestling
|
9 |
+
7,arranging flowers
|
10 |
+
8,assembling computer
|
11 |
+
9,auctioning
|
12 |
+
10,baby waking up
|
13 |
+
11,baking cookies
|
14 |
+
12,balloon blowing
|
15 |
+
13,bandaging
|
16 |
+
14,barbequing
|
17 |
+
15,bartending
|
18 |
+
16,beatboxing
|
19 |
+
17,bee keeping
|
20 |
+
18,belly dancing
|
21 |
+
19,bench pressing
|
22 |
+
20,bending back
|
23 |
+
21,bending metal
|
24 |
+
22,biking through snow
|
25 |
+
23,blasting sand
|
26 |
+
24,blowing glass
|
27 |
+
25,blowing leaves
|
28 |
+
26,blowing nose
|
29 |
+
27,blowing out candles
|
30 |
+
28,bobsledding
|
31 |
+
29,bookbinding
|
32 |
+
30,bouncing on trampoline
|
33 |
+
31,bowling
|
34 |
+
32,braiding hair
|
35 |
+
33,breading or breadcrumbing
|
36 |
+
34,breakdancing
|
37 |
+
35,brush painting
|
38 |
+
36,brushing hair
|
39 |
+
37,brushing teeth
|
40 |
+
38,building cabinet
|
41 |
+
39,building shed
|
42 |
+
40,bungee jumping
|
43 |
+
41,busking
|
44 |
+
42,canoeing or kayaking
|
45 |
+
43,capoeira
|
46 |
+
44,carrying baby
|
47 |
+
45,cartwheeling
|
48 |
+
46,carving pumpkin
|
49 |
+
47,catching fish
|
50 |
+
48,catching or throwing baseball
|
51 |
+
49,catching or throwing frisbee
|
52 |
+
50,catching or throwing softball
|
53 |
+
51,celebrating
|
54 |
+
52,changing oil
|
55 |
+
53,changing wheel
|
56 |
+
54,checking tires
|
57 |
+
55,cheerleading
|
58 |
+
56,chopping wood
|
59 |
+
57,clapping
|
60 |
+
58,clay pottery making
|
61 |
+
59,clean and jerk
|
62 |
+
60,cleaning floor
|
63 |
+
61,cleaning gutters
|
64 |
+
62,cleaning pool
|
65 |
+
63,cleaning shoes
|
66 |
+
64,cleaning toilet
|
67 |
+
65,cleaning windows
|
68 |
+
66,climbing a rope
|
69 |
+
67,climbing ladder
|
70 |
+
68,climbing tree
|
71 |
+
69,contact juggling
|
72 |
+
70,cooking chicken
|
73 |
+
71,cooking egg
|
74 |
+
72,cooking on campfire
|
75 |
+
73,cooking sausages
|
76 |
+
74,counting money
|
77 |
+
75,country line dancing
|
78 |
+
76,cracking neck
|
79 |
+
77,crawling baby
|
80 |
+
78,crossing river
|
81 |
+
79,crying
|
82 |
+
80,curling hair
|
83 |
+
81,cutting nails
|
84 |
+
82,cutting pineapple
|
85 |
+
83,cutting watermelon
|
86 |
+
84,dancing ballet
|
87 |
+
85,dancing charleston
|
88 |
+
86,dancing gangnam style
|
89 |
+
87,dancing macarena
|
90 |
+
88,deadlifting
|
91 |
+
89,decorating the christmas tree
|
92 |
+
90,digging
|
93 |
+
91,dining
|
94 |
+
92,disc golfing
|
95 |
+
93,diving cliff
|
96 |
+
94,dodgeball
|
97 |
+
95,doing aerobics
|
98 |
+
96,doing laundry
|
99 |
+
97,doing nails
|
100 |
+
98,drawing
|
101 |
+
99,dribbling basketball
|
102 |
+
100,drinking
|
103 |
+
101,drinking beer
|
104 |
+
102,drinking shots
|
105 |
+
103,driving car
|
106 |
+
104,driving tractor
|
107 |
+
105,drop kicking
|
108 |
+
106,drumming fingers
|
109 |
+
107,dunking basketball
|
110 |
+
108,dying hair
|
111 |
+
109,eating burger
|
112 |
+
110,eating cake
|
113 |
+
111,eating carrots
|
114 |
+
112,eating chips
|
115 |
+
113,eating doughnuts
|
116 |
+
114,eating hotdog
|
117 |
+
115,eating ice cream
|
118 |
+
116,eating spaghetti
|
119 |
+
117,eating watermelon
|
120 |
+
118,egg hunting
|
121 |
+
119,exercising arm
|
122 |
+
120,exercising with an exercise ball
|
123 |
+
121,extinguishing fire
|
124 |
+
122,faceplanting
|
125 |
+
123,feeding birds
|
126 |
+
124,feeding fish
|
127 |
+
125,feeding goats
|
128 |
+
126,filling eyebrows
|
129 |
+
127,finger snapping
|
130 |
+
128,fixing hair
|
131 |
+
129,flipping pancake
|
132 |
+
130,flying kite
|
133 |
+
131,folding clothes
|
134 |
+
132,folding napkins
|
135 |
+
133,folding paper
|
136 |
+
134,front raises
|
137 |
+
135,frying vegetables
|
138 |
+
136,garbage collecting
|
139 |
+
137,gargling
|
140 |
+
138,getting a haircut
|
141 |
+
139,getting a tattoo
|
142 |
+
140,giving or receiving award
|
143 |
+
141,golf chipping
|
144 |
+
142,golf driving
|
145 |
+
143,golf putting
|
146 |
+
144,grinding meat
|
147 |
+
145,grooming dog
|
148 |
+
146,grooming horse
|
149 |
+
147,gymnastics tumbling
|
150 |
+
148,hammer throw
|
151 |
+
149,headbanging
|
152 |
+
150,headbutting
|
153 |
+
151,high jump
|
154 |
+
152,high kick
|
155 |
+
153,hitting baseball
|
156 |
+
154,hockey stop
|
157 |
+
155,holding snake
|
158 |
+
156,hopscotch
|
159 |
+
157,hoverboarding
|
160 |
+
158,hugging
|
161 |
+
159,hula hooping
|
162 |
+
160,hurdling
|
163 |
+
161,hurling (sport)
|
164 |
+
162,ice climbing
|
165 |
+
163,ice fishing
|
166 |
+
164,ice skating
|
167 |
+
165,ironing
|
168 |
+
166,javelin throw
|
169 |
+
167,jetskiing
|
170 |
+
168,jogging
|
171 |
+
169,juggling balls
|
172 |
+
170,juggling fire
|
173 |
+
171,juggling soccer ball
|
174 |
+
172,jumping into pool
|
175 |
+
173,jumpstyle dancing
|
176 |
+
174,kicking field goal
|
177 |
+
175,kicking soccer ball
|
178 |
+
176,kissing
|
179 |
+
177,kitesurfing
|
180 |
+
178,knitting
|
181 |
+
179,krumping
|
182 |
+
180,laughing
|
183 |
+
181,laying bricks
|
184 |
+
182,long jump
|
185 |
+
183,lunge
|
186 |
+
184,making a cake
|
187 |
+
185,making a sandwich
|
188 |
+
186,making bed
|
189 |
+
187,making jewelry
|
190 |
+
188,making pizza
|
191 |
+
189,making snowman
|
192 |
+
190,making sushi
|
193 |
+
191,making tea
|
194 |
+
192,marching
|
195 |
+
193,massaging back
|
196 |
+
194,massaging feet
|
197 |
+
195,massaging legs
|
198 |
+
196,massaging person's head
|
199 |
+
197,milking cow
|
200 |
+
198,mopping floor
|
201 |
+
199,motorcycling
|
202 |
+
200,moving furniture
|
203 |
+
201,mowing lawn
|
204 |
+
202,news anchoring
|
205 |
+
203,opening bottle
|
206 |
+
204,opening present
|
207 |
+
205,paragliding
|
208 |
+
206,parasailing
|
209 |
+
207,parkour
|
210 |
+
208,passing American football (in game)
|
211 |
+
209,passing American football (not in game)
|
212 |
+
210,peeling apples
|
213 |
+
211,peeling potatoes
|
214 |
+
212,petting animal (not cat)
|
215 |
+
213,petting cat
|
216 |
+
214,picking fruit
|
217 |
+
215,planting trees
|
218 |
+
216,plastering
|
219 |
+
217,playing accordion
|
220 |
+
218,playing badminton
|
221 |
+
219,playing bagpipes
|
222 |
+
220,playing basketball
|
223 |
+
221,playing bass guitar
|
224 |
+
222,playing cards
|
225 |
+
223,playing cello
|
226 |
+
224,playing chess
|
227 |
+
225,playing clarinet
|
228 |
+
226,playing controller
|
229 |
+
227,playing cricket
|
230 |
+
228,playing cymbals
|
231 |
+
229,playing didgeridoo
|
232 |
+
230,playing drums
|
233 |
+
231,playing flute
|
234 |
+
232,playing guitar
|
235 |
+
233,playing harmonica
|
236 |
+
234,playing harp
|
237 |
+
235,playing ice hockey
|
238 |
+
236,playing keyboard
|
239 |
+
237,playing kickball
|
240 |
+
238,playing monopoly
|
241 |
+
239,playing organ
|
242 |
+
240,playing paintball
|
243 |
+
241,playing piano
|
244 |
+
242,playing poker
|
245 |
+
243,playing recorder
|
246 |
+
244,playing saxophone
|
247 |
+
245,playing squash or racquetball
|
248 |
+
246,playing tennis
|
249 |
+
247,playing trombone
|
250 |
+
248,playing trumpet
|
251 |
+
249,playing ukulele
|
252 |
+
250,playing violin
|
253 |
+
251,playing volleyball
|
254 |
+
252,playing xylophone
|
255 |
+
253,pole vault
|
256 |
+
254,presenting weather forecast
|
257 |
+
255,pull ups
|
258 |
+
256,pumping fist
|
259 |
+
257,pumping gas
|
260 |
+
258,punching bag
|
261 |
+
259,punching person (boxing)
|
262 |
+
260,push up
|
263 |
+
261,pushing car
|
264 |
+
262,pushing cart
|
265 |
+
263,pushing wheelchair
|
266 |
+
264,reading book
|
267 |
+
265,reading newspaper
|
268 |
+
266,recording music
|
269 |
+
267,riding a bike
|
270 |
+
268,riding camel
|
271 |
+
269,riding elephant
|
272 |
+
270,riding mechanical bull
|
273 |
+
271,riding mountain bike
|
274 |
+
272,riding mule
|
275 |
+
273,riding or walking with horse
|
276 |
+
274,riding scooter
|
277 |
+
275,riding unicycle
|
278 |
+
276,ripping paper
|
279 |
+
277,robot dancing
|
280 |
+
278,rock climbing
|
281 |
+
279,rock scissors paper
|
282 |
+
280,roller skating
|
283 |
+
281,running on treadmill
|
284 |
+
282,sailing
|
285 |
+
283,salsa dancing
|
286 |
+
284,sanding floor
|
287 |
+
285,scrambling eggs
|
288 |
+
286,scuba diving
|
289 |
+
287,setting table
|
290 |
+
288,shaking hands
|
291 |
+
289,shaking head
|
292 |
+
290,sharpening knives
|
293 |
+
291,sharpening pencil
|
294 |
+
292,shaving head
|
295 |
+
293,shaving legs
|
296 |
+
294,shearing sheep
|
297 |
+
295,shining shoes
|
298 |
+
296,shooting basketball
|
299 |
+
297,shooting goal (soccer)
|
300 |
+
298,shot put
|
301 |
+
299,shoveling snow
|
302 |
+
300,shredding paper
|
303 |
+
301,shuffling cards
|
304 |
+
302,side kick
|
305 |
+
303,sign language interpreting
|
306 |
+
304,singing
|
307 |
+
305,situp
|
308 |
+
306,skateboarding
|
309 |
+
307,ski jumping
|
310 |
+
308,skiing (not slalom or crosscountry)
|
311 |
+
309,skiing crosscountry
|
312 |
+
310,skiing slalom
|
313 |
+
311,skipping rope
|
314 |
+
312,skydiving
|
315 |
+
313,slacklining
|
316 |
+
314,slapping
|
317 |
+
315,sled dog racing
|
318 |
+
316,smoking
|
319 |
+
317,smoking hookah
|
320 |
+
318,snatch weight lifting
|
321 |
+
319,sneezing
|
322 |
+
320,sniffing
|
323 |
+
321,snorkeling
|
324 |
+
322,snowboarding
|
325 |
+
323,snowkiting
|
326 |
+
324,snowmobiling
|
327 |
+
325,somersaulting
|
328 |
+
326,spinning poi
|
329 |
+
327,spray painting
|
330 |
+
328,spraying
|
331 |
+
329,springboard diving
|
332 |
+
330,squat
|
333 |
+
331,sticking tongue out
|
334 |
+
332,stomping grapes
|
335 |
+
333,stretching arm
|
336 |
+
334,stretching leg
|
337 |
+
335,strumming guitar
|
338 |
+
336,surfing crowd
|
339 |
+
337,surfing water
|
340 |
+
338,sweeping floor
|
341 |
+
339,swimming backstroke
|
342 |
+
340,swimming breast stroke
|
343 |
+
341,swimming butterfly stroke
|
344 |
+
342,swing dancing
|
345 |
+
343,swinging legs
|
346 |
+
344,swinging on something
|
347 |
+
345,sword fighting
|
348 |
+
346,tai chi
|
349 |
+
347,taking a shower
|
350 |
+
348,tango dancing
|
351 |
+
349,tap dancing
|
352 |
+
350,tapping guitar
|
353 |
+
351,tapping pen
|
354 |
+
352,tasting beer
|
355 |
+
353,tasting food
|
356 |
+
354,testifying
|
357 |
+
355,texting
|
358 |
+
356,throwing axe
|
359 |
+
357,throwing ball
|
360 |
+
358,throwing discus
|
361 |
+
359,tickling
|
362 |
+
360,tobogganing
|
363 |
+
361,tossing coin
|
364 |
+
362,tossing salad
|
365 |
+
363,training dog
|
366 |
+
364,trapezing
|
367 |
+
365,trimming or shaving beard
|
368 |
+
366,trimming trees
|
369 |
+
367,triple jump
|
370 |
+
368,tying bow tie
|
371 |
+
369,tying knot (not on a tie)
|
372 |
+
370,tying tie
|
373 |
+
371,unboxing
|
374 |
+
372,unloading truck
|
375 |
+
373,using computer
|
376 |
+
374,using remote controller (not gaming)
|
377 |
+
375,using segway
|
378 |
+
376,vault
|
379 |
+
377,waiting in line
|
380 |
+
378,walking the dog
|
381 |
+
379,washing dishes
|
382 |
+
380,washing feet
|
383 |
+
381,washing hair
|
384 |
+
382,washing hands
|
385 |
+
383,water skiing
|
386 |
+
384,water sliding
|
387 |
+
385,watering plants
|
388 |
+
386,waxing back
|
389 |
+
387,waxing chest
|
390 |
+
388,waxing eyebrows
|
391 |
+
389,waxing legs
|
392 |
+
390,weaving basket
|
393 |
+
391,welding
|
394 |
+
392,whistling
|
395 |
+
393,windsurfing
|
396 |
+
394,wrapping present
|
397 |
+
395,wrestling
|
398 |
+
396,writing
|
399 |
+
397,yawning
|
400 |
+
398,yoga
|
401 |
+
399,zumba
|
raw_labels/kinetics_400.json
ADDED
@@ -0,0 +1,402 @@
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"0": "abseiling",
|
3 |
+
"1": "air drumming",
|
4 |
+
"2": "answering questions",
|
5 |
+
"3": "applauding",
|
6 |
+
"4": "applying cream",
|
7 |
+
"5": "archery",
|
8 |
+
"6": "arm wrestling",
|
9 |
+
"7": "arranging flowers",
|
10 |
+
"8": "assembling computer",
|
11 |
+
"9": "auctioning",
|
12 |
+
"10": "baby waking up",
|
13 |
+
"11": "baking cookies",
|
14 |
+
"12": "balloon blowing",
|
15 |
+
"13": "bandaging",
|
16 |
+
"14": "barbequing",
|
17 |
+
"15": "bartending",
|
18 |
+
"16": "beatboxing",
|
19 |
+
"17": "bee keeping",
|
20 |
+
"18": "belly dancing",
|
21 |
+
"19": "bench pressing",
|
22 |
+
"20": "bending back",
|
23 |
+
"21": "bending metal",
|
24 |
+
"22": "biking through snow",
|
25 |
+
"23": "blasting sand",
|
26 |
+
"24": "blowing glass",
|
27 |
+
"25": "blowing leaves",
|
28 |
+
"26": "blowing nose",
|
29 |
+
"27": "blowing out candles",
|
30 |
+
"28": "bobsledding",
|
31 |
+
"29": "bookbinding",
|
32 |
+
"30": "bouncing on trampoline",
|
33 |
+
"31": "bowling",
|
34 |
+
"32": "braiding hair",
|
35 |
+
"33": "breading or breadcrumbing",
|
36 |
+
"34": "breakdancing",
|
37 |
+
"35": "brush painting",
|
38 |
+
"36": "brushing hair",
|
39 |
+
"37": "brushing teeth",
|
40 |
+
"38": "building cabinet",
|
41 |
+
"39": "building shed",
|
42 |
+
"40": "bungee jumping",
|
43 |
+
"41": "busking",
|
44 |
+
"42": "canoeing or kayaking",
|
45 |
+
"43": "capoeira",
|
46 |
+
"44": "carrying baby",
|
47 |
+
"45": "cartwheeling",
|
48 |
+
"46": "carving pumpkin",
|
49 |
+
"47": "catching fish",
|
50 |
+
"48": "catching or throwing baseball",
|
51 |
+
"49": "catching or throwing frisbee",
|
52 |
+
"50": "catching or throwing softball",
|
53 |
+
"51": "celebrating",
|
54 |
+
"52": "changing oil",
|
55 |
+
"53": "changing wheel",
|
56 |
+
"54": "checking tires",
|
57 |
+
"55": "cheerleading",
|
58 |
+
"56": "chopping wood",
|
59 |
+
"57": "clapping",
|
60 |
+
"58": "clay pottery making",
|
61 |
+
"59": "clean and jerk",
|
62 |
+
"60": "cleaning floor",
|
63 |
+
"61": "cleaning gutters",
|
64 |
+
"62": "cleaning pool",
|
65 |
+
"63": "cleaning shoes",
|
66 |
+
"64": "cleaning toilet",
|
67 |
+
"65": "cleaning windows",
|
68 |
+
"66": "climbing a rope",
|
69 |
+
"67": "climbing ladder",
|
70 |
+
"68": "climbing tree",
|
71 |
+
"69": "contact juggling",
|
72 |
+
"70": "cooking chicken",
|
73 |
+
"71": "cooking egg",
|
74 |
+
"72": "cooking on campfire",
|
75 |
+
"73": "cooking sausages",
|
76 |
+
"74": "counting money",
|
77 |
+
"75": "country line dancing",
|
78 |
+
"76": "cracking neck",
|
79 |
+
"77": "crawling baby",
|
80 |
+
"78": "crossing river",
|
81 |
+
"79": "crying",
|
82 |
+
"80": "curling hair",
|
83 |
+
"81": "cutting nails",
|
84 |
+
"82": "cutting pineapple",
|
85 |
+
"83": "cutting watermelon",
|
86 |
+
"84": "dancing ballet",
|
87 |
+
"85": "dancing charleston",
|
88 |
+
"86": "dancing gangnam style",
|
89 |
+
"87": "dancing macarena",
|
90 |
+
"88": "deadlifting",
|
91 |
+
"89": "decorating the christmas tree",
|
92 |
+
"90": "digging",
|
93 |
+
"91": "dining",
|
94 |
+
"92": "disc golfing",
|
95 |
+
"93": "diving cliff",
|
96 |
+
"94": "dodgeball",
|
97 |
+
"95": "doing aerobics",
|
98 |
+
"96": "doing laundry",
|
99 |
+
"97": "doing nails",
|
100 |
+
"98": "drawing",
|
101 |
+
"99": "dribbling basketball",
|
102 |
+
"100": "drinking",
|
103 |
+
"101": "drinking beer",
|
104 |
+
"102": "drinking shots",
|
105 |
+
"103": "driving car",
|
106 |
+
"104": "driving tractor",
|
107 |
+
"105": "drop kicking",
|
108 |
+
"106": "drumming fingers",
|
109 |
+
"107": "dunking basketball",
|
110 |
+
"108": "dying hair",
|
111 |
+
"109": "eating burger",
|
112 |
+
"110": "eating cake",
|
113 |
+
"111": "eating carrots",
|
114 |
+
"112": "eating chips",
|
115 |
+
"113": "eating doughnuts",
|
116 |
+
"114": "eating hotdog",
|
117 |
+
"115": "eating ice cream",
|
118 |
+
"116": "eating spaghetti",
|
119 |
+
"117": "eating watermelon",
|
120 |
+
"118": "egg hunting",
|
121 |
+
"119": "exercising arm",
|
122 |
+
"120": "exercising with an exercise ball",
|
123 |
+
"121": "extinguishing fire",
|
124 |
+
"122": "faceplanting",
|
125 |
+
"123": "feeding birds",
|
126 |
+
"124": "feeding fish",
|
127 |
+
"125": "feeding goats",
|
128 |
+
"126": "filling eyebrows",
|
129 |
+
"127": "finger snapping",
|
130 |
+
"128": "fixing hair",
|
131 |
+
"129": "flipping pancake",
|
132 |
+
"130": "flying kite",
|
133 |
+
"131": "folding clothes",
|
134 |
+
"132": "folding napkins",
|
135 |
+
"133": "folding paper",
|
136 |
+
"134": "front raises",
|
137 |
+
"135": "frying vegetables",
|
138 |
+
"136": "garbage collecting",
|
139 |
+
"137": "gargling",
|
140 |
+
"138": "getting a haircut",
|
141 |
+
"139": "getting a tattoo",
|
142 |
+
"140": "giving or receiving award",
|
143 |
+
"141": "golf chipping",
|
144 |
+
"142": "golf driving",
|
145 |
+
"143": "golf putting",
|
146 |
+
"144": "grinding meat",
|
147 |
+
"145": "grooming dog",
|
148 |
+
"146": "grooming horse",
|
149 |
+
"147": "gymnastics tumbling",
|
150 |
+
"148": "hammer throw",
|
151 |
+
"149": "headbanging",
|
152 |
+
"150": "headbutting",
|
153 |
+
"151": "high jump",
|
154 |
+
"152": "high kick",
|
155 |
+
"153": "hitting baseball",
|
156 |
+
"154": "hockey stop",
|
157 |
+
"155": "holding snake",
|
158 |
+
"156": "hopscotch",
|
159 |
+
"157": "hoverboarding",
|
160 |
+
"158": "hugging",
|
161 |
+
"159": "hula hooping",
|
162 |
+
"160": "hurdling",
|
163 |
+
"161": "hurling (sport)",
|
164 |
+
"162": "ice climbing",
|
165 |
+
"163": "ice fishing",
|
166 |
+
"164": "ice skating",
|
167 |
+
"165": "ironing",
|
168 |
+
"166": "javelin throw",
|
169 |
+
"167": "jetskiing",
|
170 |
+
"168": "jogging",
|
171 |
+
"169": "juggling balls",
|
172 |
+
"170": "juggling fire",
|
173 |
+
"171": "juggling soccer ball",
|
174 |
+
"172": "jumping into pool",
|
175 |
+
"173": "jumpstyle dancing",
|
176 |
+
"174": "kicking field goal",
|
177 |
+
"175": "kicking soccer ball",
|
178 |
+
"176": "kissing",
|
179 |
+
"177": "kitesurfing",
|
180 |
+
"178": "knitting",
|
181 |
+
"179": "krumping",
|
182 |
+
"180": "laughing",
|
183 |
+
"181": "laying bricks",
|
184 |
+
"182": "long jump",
|
185 |
+
"183": "lunge",
|
186 |
+
"184": "making a cake",
|
187 |
+
"185": "making a sandwich",
|
188 |
+
"186": "making bed",
|
189 |
+
"187": "making jewelry",
|
190 |
+
"188": "making pizza",
|
191 |
+
"189": "making snowman",
|
192 |
+
"190": "making sushi",
|
193 |
+
"191": "making tea",
|
194 |
+
"192": "marching",
|
195 |
+
"193": "massaging back",
|
196 |
+
"194": "massaging feet",
|
197 |
+
"195": "massaging legs",
|
198 |
+
"196": "massaging person's head",
|
199 |
+
"197": "milking cow",
|
200 |
+
"198": "mopping floor",
|
201 |
+
"199": "motorcycling",
|
202 |
+
"200": "moving furniture",
|
203 |
+
"201": "mowing lawn",
|
204 |
+
"202": "news anchoring",
|
205 |
+
"203": "opening bottle",
|
206 |
+
"204": "opening present",
|
207 |
+
"205": "paragliding",
|
208 |
+
"206": "parasailing",
|
209 |
+
"207": "parkour",
|
210 |
+
"208": "passing American football (in game)",
|
211 |
+
"209": "passing American football (not in game)",
|
212 |
+
"210": "peeling apples",
|
213 |
+
"211": "peeling potatoes",
|
214 |
+
"212": "petting animal (not cat)",
|
215 |
+
"213": "petting cat",
|
216 |
+
"214": "picking fruit",
|
217 |
+
"215": "planting trees",
|
218 |
+
"216": "plastering",
|
219 |
+
"217": "playing accordion",
|
220 |
+
"218": "playing badminton",
|
221 |
+
"219": "playing bagpipes",
|
222 |
+
"220": "playing basketball",
|
223 |
+
"221": "playing bass guitar",
|
224 |
+
"222": "playing cards",
|
225 |
+
"223": "playing cello",
|
226 |
+
"224": "playing chess",
|
227 |
+
"225": "playing clarinet",
|
228 |
+
"226": "playing controller",
|
229 |
+
"227": "playing cricket",
|
230 |
+
"228": "playing cymbals",
|
231 |
+
"229": "playing didgeridoo",
|
232 |
+
"230": "playing drums",
|
233 |
+
"231": "playing flute",
|
234 |
+
"232": "playing guitar",
|
235 |
+
"233": "playing harmonica",
|
236 |
+
"234": "playing harp",
|
237 |
+
"235": "playing ice hockey",
|
238 |
+
"236": "playing keyboard",
|
239 |
+
"237": "playing kickball",
|
240 |
+
"238": "playing monopoly",
|
241 |
+
"239": "playing organ",
|
242 |
+
"240": "playing paintball",
|
243 |
+
"241": "playing piano",
|
244 |
+
"242": "playing poker",
|
245 |
+
"243": "playing recorder",
|
246 |
+
"244": "playing saxophone",
|
247 |
+
"245": "playing squash or racquetball",
|
248 |
+
"246": "playing tennis",
|
249 |
+
"247": "playing trombone",
|
250 |
+
"248": "playing trumpet",
|
251 |
+
"249": "playing ukulele",
|
252 |
+
"250": "playing violin",
|
253 |
+
"251": "playing volleyball",
|
254 |
+
"252": "playing xylophone",
|
255 |
+
"253": "pole vault",
|
256 |
+
"254": "presenting weather forecast",
|
257 |
+
"255": "pull ups",
|
258 |
+
"256": "pumping fist",
|
259 |
+
"257": "pumping gas",
|
260 |
+
"258": "punching bag",
|
261 |
+
"259": "punching person (boxing)",
|
262 |
+
"260": "push up",
|
263 |
+
"261": "pushing car",
|
264 |
+
"262": "pushing cart",
|
265 |
+
"263": "pushing wheelchair",
|
266 |
+
"264": "reading book",
|
267 |
+
"265": "reading newspaper",
|
268 |
+
"266": "recording music",
|
269 |
+
"267": "riding a bike",
|
270 |
+
"268": "riding camel",
|
271 |
+
"269": "riding elephant",
|
272 |
+
"270": "riding mechanical bull",
|
273 |
+
"271": "riding mountain bike",
|
274 |
+
"272": "riding mule",
|
275 |
+
"273": "riding or walking with horse",
|
276 |
+
"274": "riding scooter",
|
277 |
+
"275": "riding unicycle",
|
278 |
+
"276": "ripping paper",
|
279 |
+
"277": "robot dancing",
|
280 |
+
"278": "rock climbing",
|
281 |
+
"279": "rock scissors paper",
|
282 |
+
"280": "roller skating",
|
283 |
+
"281": "running on treadmill",
|
284 |
+
"282": "sailing",
|
285 |
+
"283": "salsa dancing",
|
286 |
+
"284": "sanding floor",
|
287 |
+
"285": "scrambling eggs",
|
288 |
+
"286": "scuba diving",
|
289 |
+
"287": "setting table",
|
290 |
+
"288": "shaking hands",
|
291 |
+
"289": "shaking head",
|
292 |
+
"290": "sharpening knives",
|
293 |
+
"291": "sharpening pencil",
|
294 |
+
"292": "shaving head",
|
295 |
+
"293": "shaving legs",
|
296 |
+
"294": "shearing sheep",
|
297 |
+
"295": "shining shoes",
|
298 |
+
"296": "shooting basketball",
|
299 |
+
"297": "shooting goal (soccer)",
|
300 |
+
"298": "shot put",
|
301 |
+
"299": "shoveling snow",
|
302 |
+
"300": "shredding paper",
|
303 |
+
"301": "shuffling cards",
|
304 |
+
"302": "side kick",
|
305 |
+
"303": "sign language interpreting",
|
306 |
+
"304": "singing",
|
307 |
+
"305": "situp",
|
308 |
+
"306": "skateboarding",
|
309 |
+
"307": "ski jumping",
|
310 |
+
"308": "skiing (not slalom or crosscountry)",
|
311 |
+
"309": "skiing crosscountry",
|
312 |
+
"310": "skiing slalom",
|
313 |
+
"311": "skipping rope",
|
314 |
+
"312": "skydiving",
|
315 |
+
"313": "slacklining",
|
316 |
+
"314": "slapping",
|
317 |
+
"315": "sled dog racing",
|
318 |
+
"316": "smoking",
|
319 |
+
"317": "smoking hookah",
|
320 |
+
"318": "snatch weight lifting",
|
321 |
+
"319": "sneezing",
|
322 |
+
"320": "sniffing",
|
323 |
+
"321": "snorkeling",
|
324 |
+
"322": "snowboarding",
|
325 |
+
"323": "snowkiting",
|
326 |
+
"324": "snowmobiling",
|
327 |
+
"325": "somersaulting",
|
328 |
+
"326": "spinning poi",
|
329 |
+
"327": "spray painting",
|
330 |
+
"328": "spraying",
|
331 |
+
"329": "springboard diving",
|
332 |
+
"330": "squat",
|
333 |
+
"331": "sticking tongue out",
|
334 |
+
"332": "stomping grapes",
|
335 |
+
"333": "stretching arm",
|
336 |
+
"334": "stretching leg",
|
337 |
+
"335": "strumming guitar",
|
338 |
+
"336": "surfing crowd",
|
339 |
+
"337": "surfing water",
|
340 |
+
"338": "sweeping floor",
|
341 |
+
"339": "swimming backstroke",
|
342 |
+
"340": "swimming breast stroke",
|
343 |
+
"341": "swimming butterfly stroke",
|
344 |
+
"342": "swing dancing",
|
345 |
+
"343": "swinging legs",
|
346 |
+
"344": "swinging on something",
|
347 |
+
"345": "sword fighting",
|
348 |
+
"346": "tai chi",
|
349 |
+
"347": "taking a shower",
|
350 |
+
"348": "tango dancing",
|
351 |
+
"349": "tap dancing",
|
352 |
+
"350": "tapping guitar",
|
353 |
+
"351": "tapping pen",
|
354 |
+
"352": "tasting beer",
|
355 |
+
"353": "tasting food",
|
356 |
+
"354": "testifying",
|
357 |
+
"355": "texting",
|
358 |
+
"356": "throwing axe",
|
359 |
+
"357": "throwing ball",
|
360 |
+
"358": "throwing discus",
|
361 |
+
"359": "tickling",
|
362 |
+
"360": "tobogganing",
|
363 |
+
"361": "tossing coin",
|
364 |
+
"362": "tossing salad",
|
365 |
+
"363": "training dog",
|
366 |
+
"364": "trapezing",
|
367 |
+
"365": "trimming or shaving beard",
|
368 |
+
"366": "trimming trees",
|
369 |
+
"367": "triple jump",
|
370 |
+
"368": "tying bow tie",
|
371 |
+
"369": "tying knot (not on a tie)",
|
372 |
+
"370": "tying tie",
|
373 |
+
"371": "unboxing",
|
374 |
+
"372": "unloading truck",
|
375 |
+
"373": "using computer",
|
376 |
+
"374": "using remote controller (not gaming)",
|
377 |
+
"375": "using segway",
|
378 |
+
"376": "vault",
|
379 |
+
"377": "waiting in line",
|
380 |
+
"378": "walking the dog",
|
381 |
+
"379": "washing dishes",
|
382 |
+
"380": "washing feet",
|
383 |
+
"381": "washing hair",
|
384 |
+
"382": "washing hands",
|
385 |
+
"383": "water skiing",
|
386 |
+
"384": "water sliding",
|
387 |
+
"385": "watering plants",
|
388 |
+
"386": "waxing back",
|
389 |
+
"387": "waxing chest",
|
390 |
+
"388": "waxing eyebrows",
|
391 |
+
"389": "waxing legs",
|
392 |
+
"390": "weaving basket",
|
393 |
+
"391": "welding",
|
394 |
+
"392": "whistling",
|
395 |
+
"393": "windsurfing",
|
396 |
+
"394": "wrapping present",
|
397 |
+
"395": "wrestling",
|
398 |
+
"396": "writing",
|
399 |
+
"397": "yawning",
|
400 |
+
"398": "yoga",
|
401 |
+
"399": "zumba"
|
402 |
+
}
|
run_opencv.py
CHANGED
@@ -6,7 +6,11 @@ import pandas as pd
|
|
6 |
import torch
|
7 |
from tap import Tap
|
8 |
from torch import Tensor
|
9 |
-
from transformers import
|
|
|
|
|
|
|
|
|
10 |
|
11 |
from utils.img_container import ImgContainer
|
12 |
|
@@ -26,15 +30,20 @@ class ArgParser(Tap):
|
|
26 |
|
27 |
num_skip_frames: Optional[int] = 4
|
28 |
|
|
|
|
|
29 |
|
30 |
class ActivityModel:
|
31 |
def __init__(self, args: ArgParser):
|
32 |
self.feature_extractor, self.model = self.load_model(args.model_name)
|
|
|
33 |
|
34 |
self.frames_per_video = self.get_frames_per_video(args.model_name)
|
35 |
print(f"Frames per video: {self.frames_per_video}")
|
36 |
|
37 |
-
def load_model(
|
|
|
|
|
38 |
if "base-finetuned-k400" in model_name or "base-finetuned-k600" in model_name:
|
39 |
feature_extractor = AutoFeatureExtractor.from_pretrained(
|
40 |
"MCG-NJU/videomae-base-finetuned-kinetics"
|
@@ -62,10 +71,9 @@ class ActivityModel:
|
|
62 |
f"{predicted_label}_{logits[0][max_index]:.2f}%"
|
63 |
)
|
64 |
|
65 |
-
TOP_K = 12
|
66 |
# logits = np.squeeze(logits)
|
67 |
logits = logits.squeeze().numpy()
|
68 |
-
indices = np.argsort(logits)[::-1][:
|
69 |
values = logits[indices]
|
70 |
|
71 |
results: List[Tuple[str, float]] = []
|
|
|
6 |
import torch
|
7 |
from tap import Tap
|
8 |
from torch import Tensor
|
9 |
+
from transformers import (
|
10 |
+
AutoFeatureExtractor,
|
11 |
+
TimesformerForVideoClassification,
|
12 |
+
VideoMAEFeatureExtractor,
|
13 |
+
)
|
14 |
|
15 |
from utils.img_container import ImgContainer
|
16 |
|
|
|
30 |
|
31 |
num_skip_frames: Optional[int] = 4
|
32 |
|
33 |
+
top_k: Optional[int] = 5
|
34 |
+
|
35 |
|
36 |
class ActivityModel:
|
37 |
def __init__(self, args: ArgParser):
|
38 |
self.feature_extractor, self.model = self.load_model(args.model_name)
|
39 |
+
self.args = args
|
40 |
|
41 |
self.frames_per_video = self.get_frames_per_video(args.model_name)
|
42 |
print(f"Frames per video: {self.frames_per_video}")
|
43 |
|
44 |
+
def load_model(
|
45 |
+
self, model_name: str
|
46 |
+
) -> Tuple[VideoMAEFeatureExtractor, TimesformerForVideoClassification]:
|
47 |
if "base-finetuned-k400" in model_name or "base-finetuned-k600" in model_name:
|
48 |
feature_extractor = AutoFeatureExtractor.from_pretrained(
|
49 |
"MCG-NJU/videomae-base-finetuned-kinetics"
|
|
|
71 |
f"{predicted_label}_{logits[0][max_index]:.2f}%"
|
72 |
)
|
73 |
|
|
|
74 |
# logits = np.squeeze(logits)
|
75 |
logits = logits.squeeze().numpy()
|
76 |
+
indices = np.argsort(logits)[::-1][: self.args.top_k]
|
77 |
values = logits[indices]
|
78 |
|
79 |
results: List[Tuple[str, float]] = []
|