manually add class names to script
Browse files- food_vision_199_classes.py +207 -6
food_vision_199_classes.py
CHANGED
|
@@ -19,12 +19,213 @@ _LICENSE = "TODO"
|
|
| 19 |
_CITATION = "TODO"
|
| 20 |
_DESCRIPTION = "Images of 199 food classes from the Nutrify app."
|
| 21 |
|
| 22 |
-
# Download class_names.txt and read it
|
| 23 |
-
url = "https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/blob/main/class_names.txt"
|
| 24 |
-
r = requests.get(url, allow_redirects=True)
|
| 25 |
-
open("class_names.txt", "wb").write(r.content)
|
| 26 |
-
with open("class_names.txt", "r") as f:
|
| 27 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
|
| 29 |
# Create Food199 class
|
| 30 |
class Food199(datasets.GeneratorBasedBuilder):
|
|
|
|
| 19 |
_CITATION = "TODO"
|
| 20 |
_DESCRIPTION = "Images of 199 food classes from the Nutrify app."
|
| 21 |
|
| 22 |
+
# # Download class_names.txt and read it
|
| 23 |
+
# url = "https://huggingface.co/datasets/mrdbourke/food_vision_199_classes/blob/main/class_names.txt"
|
| 24 |
+
# r = requests.get(url, allow_redirects=True)
|
| 25 |
+
# open("class_names.txt", "wb").write(r.content)
|
| 26 |
+
# with open("class_names.txt", "r") as f:
|
| 27 |
+
# _NAMES = f.read().splitlines()
|
| 28 |
+
|
| 29 |
+
# Create list of class names
|
| 30 |
+
_NAMES = ['almond_butter',
|
| 31 |
+
'almonds',
|
| 32 |
+
'apple',
|
| 33 |
+
'apricot',
|
| 34 |
+
'asparagus',
|
| 35 |
+
'avocado',
|
| 36 |
+
'bacon',
|
| 37 |
+
'bacon_and_egg_burger',
|
| 38 |
+
'bagel',
|
| 39 |
+
'baklava',
|
| 40 |
+
'banana',
|
| 41 |
+
'banana_bread',
|
| 42 |
+
'barbecue_sauce',
|
| 43 |
+
'beans',
|
| 44 |
+
'beef',
|
| 45 |
+
'beef_curry',
|
| 46 |
+
'beef_mince',
|
| 47 |
+
'beef_stir_fry',
|
| 48 |
+
'beer',
|
| 49 |
+
'beetroot',
|
| 50 |
+
'biltong',
|
| 51 |
+
'blackberries',
|
| 52 |
+
'blueberries',
|
| 53 |
+
'bok_choy',
|
| 54 |
+
'bread',
|
| 55 |
+
'broccoli',
|
| 56 |
+
'broccolini',
|
| 57 |
+
'brownie',
|
| 58 |
+
'brussel_sprouts',
|
| 59 |
+
'burrito',
|
| 60 |
+
'butter',
|
| 61 |
+
'cabbage',
|
| 62 |
+
'calamari',
|
| 63 |
+
'candy',
|
| 64 |
+
'capsicum',
|
| 65 |
+
'carrot',
|
| 66 |
+
'cashews',
|
| 67 |
+
'cauliflower',
|
| 68 |
+
'celery',
|
| 69 |
+
'cheese',
|
| 70 |
+
'cheeseburger',
|
| 71 |
+
'cherries',
|
| 72 |
+
'chicken_breast',
|
| 73 |
+
'chicken_thighs',
|
| 74 |
+
'chicken_wings',
|
| 75 |
+
'chilli',
|
| 76 |
+
'chimichurri',
|
| 77 |
+
'chocolate',
|
| 78 |
+
'chocolate_cake',
|
| 79 |
+
'coconut',
|
| 80 |
+
'coffee',
|
| 81 |
+
'coleslaw',
|
| 82 |
+
'cookies',
|
| 83 |
+
'coriander',
|
| 84 |
+
'corn',
|
| 85 |
+
'corn_chips',
|
| 86 |
+
'cream',
|
| 87 |
+
'croissant',
|
| 88 |
+
'crumbed_chicken',
|
| 89 |
+
'cucumber',
|
| 90 |
+
'cupcake',
|
| 91 |
+
'daikon_radish',
|
| 92 |
+
'dates',
|
| 93 |
+
'donuts',
|
| 94 |
+
'dragonfruit',
|
| 95 |
+
'eggplant',
|
| 96 |
+
'eggs',
|
| 97 |
+
'enoki_mushroom',
|
| 98 |
+
'fennel',
|
| 99 |
+
'figs',
|
| 100 |
+
'french_toast',
|
| 101 |
+
'fried_rice',
|
| 102 |
+
'fries',
|
| 103 |
+
'fruit_juice',
|
| 104 |
+
'garlic',
|
| 105 |
+
'garlic_bread',
|
| 106 |
+
'ginger',
|
| 107 |
+
'goji_berries',
|
| 108 |
+
'granola',
|
| 109 |
+
'grapefruit',
|
| 110 |
+
'grapes',
|
| 111 |
+
'green_beans',
|
| 112 |
+
'green_onion',
|
| 113 |
+
'guacamole',
|
| 114 |
+
'guava',
|
| 115 |
+
'gyoza',
|
| 116 |
+
'ham',
|
| 117 |
+
'honey',
|
| 118 |
+
'hot_chocolate',
|
| 119 |
+
'ice_coffee',
|
| 120 |
+
'ice_cream',
|
| 121 |
+
'iceberg_lettuce',
|
| 122 |
+
'jerusalem_artichoke',
|
| 123 |
+
'kale',
|
| 124 |
+
'karaage_chicken',
|
| 125 |
+
'kimchi',
|
| 126 |
+
'kiwi_fruit',
|
| 127 |
+
'lamb_chops',
|
| 128 |
+
'leek',
|
| 129 |
+
'lemon',
|
| 130 |
+
'lentils',
|
| 131 |
+
'lettuce',
|
| 132 |
+
'lime',
|
| 133 |
+
'mandarin',
|
| 134 |
+
'mango',
|
| 135 |
+
'maple_syrup',
|
| 136 |
+
'mashed_potato',
|
| 137 |
+
'mayonnaise',
|
| 138 |
+
'milk',
|
| 139 |
+
'miso_soup',
|
| 140 |
+
'mushrooms',
|
| 141 |
+
'nectarines',
|
| 142 |
+
'noodles',
|
| 143 |
+
'nuts',
|
| 144 |
+
'olive_oil',
|
| 145 |
+
'olives',
|
| 146 |
+
'omelette',
|
| 147 |
+
'onion',
|
| 148 |
+
'orange',
|
| 149 |
+
'orange_juice',
|
| 150 |
+
'oysters',
|
| 151 |
+
'pain_au_chocolat',
|
| 152 |
+
'pancakes',
|
| 153 |
+
'papaya',
|
| 154 |
+
'parsley',
|
| 155 |
+
'parsnips',
|
| 156 |
+
'passionfruit',
|
| 157 |
+
'pasta',
|
| 158 |
+
'pawpaw',
|
| 159 |
+
'peach',
|
| 160 |
+
'pear',
|
| 161 |
+
'peas',
|
| 162 |
+
'pickles',
|
| 163 |
+
'pineapple',
|
| 164 |
+
'pizza',
|
| 165 |
+
'plum',
|
| 166 |
+
'pomegranate',
|
| 167 |
+
'popcorn',
|
| 168 |
+
'pork_belly',
|
| 169 |
+
'pork_chop',
|
| 170 |
+
'pork_loins',
|
| 171 |
+
'porridge',
|
| 172 |
+
'potato_bake',
|
| 173 |
+
'potato_chips',
|
| 174 |
+
'potato_scallop',
|
| 175 |
+
'potatoes',
|
| 176 |
+
'prawns',
|
| 177 |
+
'pumpkin',
|
| 178 |
+
'radish',
|
| 179 |
+
'ramen',
|
| 180 |
+
'raspberries',
|
| 181 |
+
'red_onion',
|
| 182 |
+
'red_wine',
|
| 183 |
+
'rhubarb',
|
| 184 |
+
'rice',
|
| 185 |
+
'roast_beef',
|
| 186 |
+
'roast_pork',
|
| 187 |
+
'roast_potatoes',
|
| 188 |
+
'rockmelon',
|
| 189 |
+
'rosemary',
|
| 190 |
+
'salad',
|
| 191 |
+
'salami',
|
| 192 |
+
'salmon',
|
| 193 |
+
'salsa',
|
| 194 |
+
'salt',
|
| 195 |
+
'sandwich',
|
| 196 |
+
'sardines',
|
| 197 |
+
'sausage_roll',
|
| 198 |
+
'sausages',
|
| 199 |
+
'scrambled_eggs',
|
| 200 |
+
'seaweed',
|
| 201 |
+
'shallots',
|
| 202 |
+
'snow_peas',
|
| 203 |
+
'soda',
|
| 204 |
+
'soy_sauce',
|
| 205 |
+
'spaghetti_bolognese',
|
| 206 |
+
'spinach',
|
| 207 |
+
'sports_drink',
|
| 208 |
+
'squash',
|
| 209 |
+
'starfruit',
|
| 210 |
+
'steak',
|
| 211 |
+
'strawberries',
|
| 212 |
+
'sushi',
|
| 213 |
+
'sweet_potato',
|
| 214 |
+
'tacos',
|
| 215 |
+
'tamarillo',
|
| 216 |
+
'taro',
|
| 217 |
+
'tea',
|
| 218 |
+
'toast',
|
| 219 |
+
'tofu',
|
| 220 |
+
'tomato',
|
| 221 |
+
'tomato_chutney',
|
| 222 |
+
'tomato_sauce',
|
| 223 |
+
'turnip',
|
| 224 |
+
'watermelon',
|
| 225 |
+
'white_onion',
|
| 226 |
+
'white_wine',
|
| 227 |
+
'yoghurt',
|
| 228 |
+
'zucchini']
|
| 229 |
|
| 230 |
# Create Food199 class
|
| 231 |
class Food199(datasets.GeneratorBasedBuilder):
|