Commit
•
d962224
1
Parent(s):
da593c5
Add model
Browse files- config.json +412 -0
- pytorch_model.bin +3 -0
config.json
ADDED
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| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"OneFormerForUniversalSegmentation"
|
| 4 |
+
],
|
| 5 |
+
"backbone_config": {
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"depths": [
|
| 8 |
+
3,
|
| 9 |
+
4,
|
| 10 |
+
18,
|
| 11 |
+
5
|
| 12 |
+
],
|
| 13 |
+
"dilations": [
|
| 14 |
+
[
|
| 15 |
+
1,
|
| 16 |
+
20,
|
| 17 |
+
1
|
| 18 |
+
],
|
| 19 |
+
[
|
| 20 |
+
1,
|
| 21 |
+
5,
|
| 22 |
+
1,
|
| 23 |
+
10
|
| 24 |
+
],
|
| 25 |
+
[
|
| 26 |
+
1,
|
| 27 |
+
2,
|
| 28 |
+
1,
|
| 29 |
+
3,
|
| 30 |
+
1,
|
| 31 |
+
4,
|
| 32 |
+
1,
|
| 33 |
+
5,
|
| 34 |
+
1,
|
| 35 |
+
2,
|
| 36 |
+
1,
|
| 37 |
+
3,
|
| 38 |
+
1,
|
| 39 |
+
4,
|
| 40 |
+
1,
|
| 41 |
+
5,
|
| 42 |
+
1,
|
| 43 |
+
5
|
| 44 |
+
],
|
| 45 |
+
[
|
| 46 |
+
1,
|
| 47 |
+
2,
|
| 48 |
+
1,
|
| 49 |
+
2,
|
| 50 |
+
1
|
| 51 |
+
]
|
| 52 |
+
],
|
| 53 |
+
"drop_path_rate": 0.3,
|
| 54 |
+
"embed_dim": 192,
|
| 55 |
+
"encoder_stride": 32,
|
| 56 |
+
"feature_channels": [
|
| 57 |
+
192,
|
| 58 |
+
384,
|
| 59 |
+
768,
|
| 60 |
+
1536
|
| 61 |
+
],
|
| 62 |
+
"hidden_act": "gelu",
|
| 63 |
+
"hidden_dropout_prob": 0,
|
| 64 |
+
"kernel_size": 11,
|
| 65 |
+
"layer_scale_init_value": 0.0,
|
| 66 |
+
"mlp_ratio": 2.0,
|
| 67 |
+
"num_channels": 3,
|
| 68 |
+
"num_heads": [
|
| 69 |
+
6,
|
| 70 |
+
12,
|
| 71 |
+
24,
|
| 72 |
+
48
|
| 73 |
+
],
|
| 74 |
+
"patch_size": 4,
|
| 75 |
+
"qkv_bias": true,
|
| 76 |
+
"strides": [
|
| 77 |
+
4,
|
| 78 |
+
8,
|
| 79 |
+
16,
|
| 80 |
+
32
|
| 81 |
+
]
|
| 82 |
+
},
|
| 83 |
+
"decoder_config": {
|
| 84 |
+
"common_stride": 4,
|
| 85 |
+
"conv_dim": 256,
|
| 86 |
+
"decoder_layers": 10,
|
| 87 |
+
"dim_feedforward": 2048,
|
| 88 |
+
"dropout": 0.1,
|
| 89 |
+
"encoder_feedforward_dim": 1024,
|
| 90 |
+
"encoder_layers": 6,
|
| 91 |
+
"enforce_input_proj": false,
|
| 92 |
+
"hidden_dim": 256,
|
| 93 |
+
"mask_dim": 256,
|
| 94 |
+
"norm": "GN",
|
| 95 |
+
"num_heads": 8,
|
| 96 |
+
"pre_norm": false,
|
| 97 |
+
"query_dec_layers": 2,
|
| 98 |
+
"use_task_norm": true
|
| 99 |
+
},
|
| 100 |
+
"general_config": {
|
| 101 |
+
"backbone_type": "dinat",
|
| 102 |
+
"class_weight": 2.0,
|
| 103 |
+
"contrastive_temperature": 0.07,
|
| 104 |
+
"contrastive_weight": 0.5,
|
| 105 |
+
"deep_supervision": true,
|
| 106 |
+
"dice_weight": 5.0,
|
| 107 |
+
"ignore_value": 255,
|
| 108 |
+
"importance_sample_ratio": 0.75,
|
| 109 |
+
"init_std": 0.02,
|
| 110 |
+
"init_xavier_std": 1.0,
|
| 111 |
+
"is_train": false,
|
| 112 |
+
"layer_norm_eps": 1e-05,
|
| 113 |
+
"mask_weight": 5.0,
|
| 114 |
+
"no_object_weight": 0.1,
|
| 115 |
+
"num_classes": 133,
|
| 116 |
+
"num_queries": 150,
|
| 117 |
+
"output_auxiliary_logits": true,
|
| 118 |
+
"oversample_ratio": 3.0,
|
| 119 |
+
"train_num_points": 12544,
|
| 120 |
+
"use_auxiliary_loss": true
|
| 121 |
+
},
|
| 122 |
+
"hidden_size": 256,
|
| 123 |
+
"id2label": {
|
| 124 |
+
"0": "person",
|
| 125 |
+
"1": "bicycle",
|
| 126 |
+
"2": "car",
|
| 127 |
+
"3": "motorcycle",
|
| 128 |
+
"4": "airplane",
|
| 129 |
+
"5": "bus",
|
| 130 |
+
"6": "train",
|
| 131 |
+
"7": "truck",
|
| 132 |
+
"8": "boat",
|
| 133 |
+
"9": "traffic light",
|
| 134 |
+
"10": "fire hydrant",
|
| 135 |
+
"11": "stop sign",
|
| 136 |
+
"12": "parking meter",
|
| 137 |
+
"13": "bench",
|
| 138 |
+
"14": "bird",
|
| 139 |
+
"15": "cat",
|
| 140 |
+
"16": "dog",
|
| 141 |
+
"17": "horse",
|
| 142 |
+
"18": "sheep",
|
| 143 |
+
"19": "cow",
|
| 144 |
+
"20": "elephant",
|
| 145 |
+
"21": "bear",
|
| 146 |
+
"22": "zebra",
|
| 147 |
+
"23": "giraffe",
|
| 148 |
+
"24": "backpack",
|
| 149 |
+
"25": "umbrella",
|
| 150 |
+
"26": "handbag",
|
| 151 |
+
"27": "tie",
|
| 152 |
+
"28": "suitcase",
|
| 153 |
+
"29": "frisbee",
|
| 154 |
+
"30": "skis",
|
| 155 |
+
"31": "snowboard",
|
| 156 |
+
"32": "sports ball",
|
| 157 |
+
"33": "kite",
|
| 158 |
+
"34": "baseball bat",
|
| 159 |
+
"35": "baseball glove",
|
| 160 |
+
"36": "skateboard",
|
| 161 |
+
"37": "surfboard",
|
| 162 |
+
"38": "tennis racket",
|
| 163 |
+
"39": "bottle",
|
| 164 |
+
"40": "wine glass",
|
| 165 |
+
"41": "cup",
|
| 166 |
+
"42": "fork",
|
| 167 |
+
"43": "knife",
|
| 168 |
+
"44": "spoon",
|
| 169 |
+
"45": "bowl",
|
| 170 |
+
"46": "banana",
|
| 171 |
+
"47": "apple",
|
| 172 |
+
"48": "sandwich",
|
| 173 |
+
"49": "orange",
|
| 174 |
+
"50": "broccoli",
|
| 175 |
+
"51": "carrot",
|
| 176 |
+
"52": "hot dog",
|
| 177 |
+
"53": "pizza",
|
| 178 |
+
"54": "donut",
|
| 179 |
+
"55": "cake",
|
| 180 |
+
"56": "chair",
|
| 181 |
+
"57": "couch",
|
| 182 |
+
"58": "potted plant",
|
| 183 |
+
"59": "bed",
|
| 184 |
+
"60": "dining table",
|
| 185 |
+
"61": "toilet",
|
| 186 |
+
"62": "tv",
|
| 187 |
+
"63": "laptop",
|
| 188 |
+
"64": "mouse",
|
| 189 |
+
"65": "remote",
|
| 190 |
+
"66": "keyboard",
|
| 191 |
+
"67": "cell phone",
|
| 192 |
+
"68": "microwave",
|
| 193 |
+
"69": "oven",
|
| 194 |
+
"70": "toaster",
|
| 195 |
+
"71": "sink",
|
| 196 |
+
"72": "refrigerator",
|
| 197 |
+
"73": "book",
|
| 198 |
+
"74": "clock",
|
| 199 |
+
"75": "vase",
|
| 200 |
+
"76": "scissors",
|
| 201 |
+
"77": "teddy bear",
|
| 202 |
+
"78": "hair drier",
|
| 203 |
+
"79": "toothbrush",
|
| 204 |
+
"80": "banner",
|
| 205 |
+
"81": "blanket",
|
| 206 |
+
"82": "bridge",
|
| 207 |
+
"83": "cardboard",
|
| 208 |
+
"84": "counter",
|
| 209 |
+
"85": "curtain",
|
| 210 |
+
"86": "door-stuff",
|
| 211 |
+
"87": "floor-wood",
|
| 212 |
+
"88": "flower",
|
| 213 |
+
"89": "fruit",
|
| 214 |
+
"90": "gravel",
|
| 215 |
+
"91": "house",
|
| 216 |
+
"92": "light",
|
| 217 |
+
"93": "mirror-stuff",
|
| 218 |
+
"94": "net",
|
| 219 |
+
"95": "pillow",
|
| 220 |
+
"96": "platform",
|
| 221 |
+
"97": "playingfield",
|
| 222 |
+
"98": "railroad",
|
| 223 |
+
"99": "river",
|
| 224 |
+
"100": "road",
|
| 225 |
+
"101": "roof",
|
| 226 |
+
"102": "sand",
|
| 227 |
+
"103": "sea",
|
| 228 |
+
"104": "shelf",
|
| 229 |
+
"105": "snow",
|
| 230 |
+
"106": "stairs",
|
| 231 |
+
"107": "tent",
|
| 232 |
+
"108": "towel",
|
| 233 |
+
"109": "wall-brick",
|
| 234 |
+
"110": "wall-stone",
|
| 235 |
+
"111": "wall-tile",
|
| 236 |
+
"112": "wall-wood",
|
| 237 |
+
"113": "water-other",
|
| 238 |
+
"114": "window-blind",
|
| 239 |
+
"115": "window-other",
|
| 240 |
+
"116": "tree-merged",
|
| 241 |
+
"117": "fence-merged",
|
| 242 |
+
"118": "ceiling-merged",
|
| 243 |
+
"119": "sky-other-merged",
|
| 244 |
+
"120": "cabinet-merged",
|
| 245 |
+
"121": "table-merged",
|
| 246 |
+
"122": "floor-other-merged",
|
| 247 |
+
"123": "pavement-merged",
|
| 248 |
+
"124": "mountain-merged",
|
| 249 |
+
"125": "grass-merged",
|
| 250 |
+
"126": "dirt-merged",
|
| 251 |
+
"127": "paper-merged",
|
| 252 |
+
"128": "food-other-merged",
|
| 253 |
+
"129": "building-other-merged",
|
| 254 |
+
"130": "rock-merged",
|
| 255 |
+
"131": "wall-other-merged",
|
| 256 |
+
"132": "rug-merged"
|
| 257 |
+
},
|
| 258 |
+
"init_std": 0.02,
|
| 259 |
+
"init_xavier_std": 1.0,
|
| 260 |
+
"label2id": {
|
| 261 |
+
"airplane": 4,
|
| 262 |
+
"apple": 47,
|
| 263 |
+
"backpack": 24,
|
| 264 |
+
"banana": 46,
|
| 265 |
+
"banner": 80,
|
| 266 |
+
"baseball bat": 34,
|
| 267 |
+
"baseball glove": 35,
|
| 268 |
+
"bear": 21,
|
| 269 |
+
"bed": 59,
|
| 270 |
+
"bench": 13,
|
| 271 |
+
"bicycle": 1,
|
| 272 |
+
"bird": 14,
|
| 273 |
+
"blanket": 81,
|
| 274 |
+
"boat": 8,
|
| 275 |
+
"book": 73,
|
| 276 |
+
"bottle": 39,
|
| 277 |
+
"bowl": 45,
|
| 278 |
+
"bridge": 82,
|
| 279 |
+
"broccoli": 50,
|
| 280 |
+
"building-other-merged": 129,
|
| 281 |
+
"bus": 5,
|
| 282 |
+
"cabinet-merged": 120,
|
| 283 |
+
"cake": 55,
|
| 284 |
+
"car": 2,
|
| 285 |
+
"cardboard": 83,
|
| 286 |
+
"carrot": 51,
|
| 287 |
+
"cat": 15,
|
| 288 |
+
"ceiling-merged": 118,
|
| 289 |
+
"cell phone": 67,
|
| 290 |
+
"chair": 56,
|
| 291 |
+
"clock": 74,
|
| 292 |
+
"couch": 57,
|
| 293 |
+
"counter": 84,
|
| 294 |
+
"cow": 19,
|
| 295 |
+
"cup": 41,
|
| 296 |
+
"curtain": 85,
|
| 297 |
+
"dining table": 60,
|
| 298 |
+
"dirt-merged": 126,
|
| 299 |
+
"dog": 16,
|
| 300 |
+
"donut": 54,
|
| 301 |
+
"door-stuff": 86,
|
| 302 |
+
"elephant": 20,
|
| 303 |
+
"fence-merged": 117,
|
| 304 |
+
"fire hydrant": 10,
|
| 305 |
+
"floor-other-merged": 122,
|
| 306 |
+
"floor-wood": 87,
|
| 307 |
+
"flower": 88,
|
| 308 |
+
"food-other-merged": 128,
|
| 309 |
+
"fork": 42,
|
| 310 |
+
"frisbee": 29,
|
| 311 |
+
"fruit": 89,
|
| 312 |
+
"giraffe": 23,
|
| 313 |
+
"grass-merged": 125,
|
| 314 |
+
"gravel": 90,
|
| 315 |
+
"hair drier": 78,
|
| 316 |
+
"handbag": 26,
|
| 317 |
+
"horse": 17,
|
| 318 |
+
"hot dog": 52,
|
| 319 |
+
"house": 91,
|
| 320 |
+
"keyboard": 66,
|
| 321 |
+
"kite": 33,
|
| 322 |
+
"knife": 43,
|
| 323 |
+
"laptop": 63,
|
| 324 |
+
"light": 92,
|
| 325 |
+
"microwave": 68,
|
| 326 |
+
"mirror-stuff": 93,
|
| 327 |
+
"motorcycle": 3,
|
| 328 |
+
"mountain-merged": 124,
|
| 329 |
+
"mouse": 64,
|
| 330 |
+
"net": 94,
|
| 331 |
+
"orange": 49,
|
| 332 |
+
"oven": 69,
|
| 333 |
+
"paper-merged": 127,
|
| 334 |
+
"parking meter": 12,
|
| 335 |
+
"pavement-merged": 123,
|
| 336 |
+
"person": 0,
|
| 337 |
+
"pillow": 95,
|
| 338 |
+
"pizza": 53,
|
| 339 |
+
"platform": 96,
|
| 340 |
+
"playingfield": 97,
|
| 341 |
+
"potted plant": 58,
|
| 342 |
+
"railroad": 98,
|
| 343 |
+
"refrigerator": 72,
|
| 344 |
+
"remote": 65,
|
| 345 |
+
"river": 99,
|
| 346 |
+
"road": 100,
|
| 347 |
+
"rock-merged": 130,
|
| 348 |
+
"roof": 101,
|
| 349 |
+
"rug-merged": 132,
|
| 350 |
+
"sand": 102,
|
| 351 |
+
"sandwich": 48,
|
| 352 |
+
"scissors": 76,
|
| 353 |
+
"sea": 103,
|
| 354 |
+
"sheep": 18,
|
| 355 |
+
"shelf": 104,
|
| 356 |
+
"sink": 71,
|
| 357 |
+
"skateboard": 36,
|
| 358 |
+
"skis": 30,
|
| 359 |
+
"sky-other-merged": 119,
|
| 360 |
+
"snow": 105,
|
| 361 |
+
"snowboard": 31,
|
| 362 |
+
"spoon": 44,
|
| 363 |
+
"sports ball": 32,
|
| 364 |
+
"stairs": 106,
|
| 365 |
+
"stop sign": 11,
|
| 366 |
+
"suitcase": 28,
|
| 367 |
+
"surfboard": 37,
|
| 368 |
+
"table-merged": 121,
|
| 369 |
+
"teddy bear": 77,
|
| 370 |
+
"tennis racket": 38,
|
| 371 |
+
"tent": 107,
|
| 372 |
+
"tie": 27,
|
| 373 |
+
"toaster": 70,
|
| 374 |
+
"toilet": 61,
|
| 375 |
+
"toothbrush": 79,
|
| 376 |
+
"towel": 108,
|
| 377 |
+
"traffic light": 9,
|
| 378 |
+
"train": 6,
|
| 379 |
+
"tree-merged": 116,
|
| 380 |
+
"truck": 7,
|
| 381 |
+
"tv": 62,
|
| 382 |
+
"umbrella": 25,
|
| 383 |
+
"vase": 75,
|
| 384 |
+
"wall-brick": 109,
|
| 385 |
+
"wall-other-merged": 131,
|
| 386 |
+
"wall-stone": 110,
|
| 387 |
+
"wall-tile": 111,
|
| 388 |
+
"wall-wood": 112,
|
| 389 |
+
"water-other": 113,
|
| 390 |
+
"window-blind": 114,
|
| 391 |
+
"window-other": 115,
|
| 392 |
+
"wine glass": 40,
|
| 393 |
+
"zebra": 22
|
| 394 |
+
},
|
| 395 |
+
"model_type": "oneformer",
|
| 396 |
+
"num_attention_heads": 8,
|
| 397 |
+
"num_hidden_layers": 10,
|
| 398 |
+
"output_attentions": true,
|
| 399 |
+
"output_hidden_states": true,
|
| 400 |
+
"text_encoder_config": {
|
| 401 |
+
"max_seq_len": 77,
|
| 402 |
+
"task_seq_len": 77,
|
| 403 |
+
"text_encoder_context_length": 77,
|
| 404 |
+
"text_encoder_n_ctx": 16,
|
| 405 |
+
"text_encoder_num_layers": 6,
|
| 406 |
+
"text_encoder_proj_layers": 2,
|
| 407 |
+
"text_encoder_vocab_size": 49408,
|
| 408 |
+
"text_encoder_width": 256
|
| 409 |
+
},
|
| 410 |
+
"torch_dtype": "float32",
|
| 411 |
+
"transformers_version": "4.25.0.dev0"
|
| 412 |
+
}
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:edd2b4d02b8b498af82bab75dbc7110392d1d5b7573820440e2bc2d34a65b53a
|
| 3 |
+
size 893082029
|