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Model-Swin-Transformer-88

Image Classification
Transformers
TensorBoard
Safetensors
swin
Trained with AutoTrain
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  1. Model-Swin-Transformer-88-manifest.md +23 -0
  2. README.md +40 -1
  3. config.json +459 -0
  4. preprocessor_config.json +23 -0
  5. runs/Oct21_20-42-40_dld-laptop/events.out.tfevents.1761050562.dld-laptop.45948.0 +3 -0
  6. runs/Oct21_20-42-40_dld-laptop/events.out.tfevents.1761061479.dld-laptop.45948.1 +3 -0
  7. training_args.bin +3 -0
  8. training_params.json +30 -0
Model-Swin-Transformer-88-manifest.md ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ - training_params.json
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+ - config.json
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+ - model.safetensors
4
+ - training_args.bin
5
+ - preprocessor_config.json
6
+ - README.md
7
+ - autotrain-data/dataset_dict.json
8
+ - autotrain-data/train/data-00000-of-00002.arrow
9
+ - autotrain-data/train/data-00001-of-00002.arrow
10
+ - autotrain-data/train/state.json
11
+ - autotrain-data/train/dataset_info.json
12
+ - autotrain-data/validation/data-00000-of-00001.arrow
13
+ - autotrain-data/validation/state.json
14
+ - autotrain-data/validation/dataset_info.json
15
+ - runs/Oct21_20-42-40_dld-laptop/events.out.tfevents.1761050562.dld-laptop.45948.0
16
+ - runs/Oct21_20-42-40_dld-laptop/events.out.tfevents.1761061479.dld-laptop.45948.1
17
+ - checkpoint-1275/config.json
18
+ - checkpoint-1275/model.safetensors
19
+ - checkpoint-1275/training_args.bin
20
+ - checkpoint-1275/optimizer.pt
21
+ - checkpoint-1275/scheduler.pt
22
+ - checkpoint-1275/rng_state.pth
23
+ - checkpoint-1275/trainer_state.json
README.md CHANGED
@@ -1,3 +1,42 @@
 
1
  ---
2
- license: agpl-3.0
 
 
 
 
 
 
 
 
 
 
 
3
  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
  ---
3
+ tags:
4
+ - autotrain
5
+ - transformers
6
+ - image-classification
7
+ base_model: XinWenMonash/swin_transformer
8
+ widget:
9
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
10
+ example_title: Tiger
11
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
12
+ example_title: Teapot
13
+ - src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
14
+ example_title: Palace
15
  ---
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+
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+ # Model Trained Using AutoTrain
18
+
19
+ - Problem type: Image Classification
20
+
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+ ## Validation Metrics
22
+ loss: 0.3975684940814972
23
+
24
+ f1_macro: 0.8860624318491966
25
+
26
+ f1_micro: 0.8885245901639345
27
+
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+ f1_weighted: 0.8860652284338398
29
+
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+ precision_macro: 0.9022628066378067
31
+
32
+ precision_micro: 0.8885245901639345
33
+
34
+ precision_weighted: 0.901722671681688
35
+
36
+ recall_macro: 0.8880000000000001
37
+
38
+ recall_micro: 0.8885245901639345
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+
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+ recall_weighted: 0.8885245901639345
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+
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+ accuracy: 0.8885245901639345
config.json ADDED
@@ -0,0 +1,459 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "XinWenMonash/swin_transformer",
3
+ "_num_labels": 200,
4
+ "architectures": [
5
+ "SwinForImageClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.0,
8
+ "depths": [
9
+ 2,
10
+ 2,
11
+ 18,
12
+ 2
13
+ ],
14
+ "drop_path_rate": 0.1,
15
+ "dtype": "float32",
16
+ "embed_dim": 128,
17
+ "encoder_stride": 32,
18
+ "hidden_act": "gelu",
19
+ "hidden_dropout_prob": 0.0,
20
+ "hidden_size": 1024,
21
+ "id2label": {
22
+ "0": "acadian_flycatcher",
23
+ "1": "american_crow",
24
+ "2": "american_goldfinch",
25
+ "3": "american_pipit",
26
+ "4": "american_redstart",
27
+ "5": "american_three_toed_woodpecker",
28
+ "6": "anna_hummingbird",
29
+ "7": "artic_tern",
30
+ "8": "baird_sparrow",
31
+ "9": "baltimore_oriole",
32
+ "10": "bank_swallow",
33
+ "11": "barn_swallow",
34
+ "12": "bay_breasted_warbler",
35
+ "13": "belted_kingfisher",
36
+ "14": "bewick_wren",
37
+ "15": "black_and_white_warbler",
38
+ "16": "black_billed_cuckoo",
39
+ "17": "black_capped_vireo",
40
+ "18": "black_footed_albatross",
41
+ "19": "black_tern",
42
+ "20": "black_throated_blue_warbler",
43
+ "21": "black_throated_sparrow",
44
+ "22": "blue_grosbeak",
45
+ "23": "blue_headed_vireo",
46
+ "24": "blue_jay",
47
+ "25": "blue_winged_warbler",
48
+ "26": "boat_tailed_grackle",
49
+ "27": "bobolink",
50
+ "28": "bohemian_waxwing",
51
+ "29": "brandt_cormorant",
52
+ "30": "brewer_blackbird",
53
+ "31": "brewer_sparrow",
54
+ "32": "bronzed_cowbird",
55
+ "33": "brown_creeper",
56
+ "34": "brown_pelican",
57
+ "35": "brown_thrasher",
58
+ "36": "cactus_wren",
59
+ "37": "california_gull",
60
+ "38": "canada_warbler",
61
+ "39": "cape_glossy_starling",
62
+ "40": "cape_may_warbler",
63
+ "41": "cardinal",
64
+ "42": "carolina_wren",
65
+ "43": "caspian_tern",
66
+ "44": "cedar_waxwing",
67
+ "45": "cerulean_warbler",
68
+ "46": "chestnut_sided_warbler",
69
+ "47": "chipping_sparrow",
70
+ "48": "chuck_will_widow",
71
+ "49": "clark_nutcracker",
72
+ "50": "clay_colored_sparrow",
73
+ "51": "cliff_swallow",
74
+ "52": "common_raven",
75
+ "53": "common_tern",
76
+ "54": "common_yellowthroat",
77
+ "55": "crested_auklet",
78
+ "56": "dark_eyed_junco",
79
+ "57": "downy_woodpecker",
80
+ "58": "eared_grebe",
81
+ "59": "eastern_towhee",
82
+ "60": "elegant_tern",
83
+ "61": "european_goldfinch",
84
+ "62": "evening_grosbeak",
85
+ "63": "field_sparrow",
86
+ "64": "fish_crow",
87
+ "65": "florida_jay",
88
+ "66": "forsters_tern",
89
+ "67": "fox_sparrow",
90
+ "68": "frigatebird",
91
+ "69": "gadwall",
92
+ "70": "geococcyx",
93
+ "71": "glaucous_winged_gull",
94
+ "72": "golden_winged_warbler",
95
+ "73": "grasshopper_sparrow",
96
+ "74": "gray_catbird",
97
+ "75": "gray_crowned_rosy_finch",
98
+ "76": "gray_kingbird",
99
+ "77": "great_crested_flycatcher",
100
+ "78": "great_grey_shrike",
101
+ "79": "green_jay",
102
+ "80": "green_kingfisher",
103
+ "81": "green_tailed_towhee",
104
+ "82": "green_violetear",
105
+ "83": "groove_billed_ani",
106
+ "84": "harris_sparrow",
107
+ "85": "heermann_gull",
108
+ "86": "henslow_sparrow",
109
+ "87": "herring_gull",
110
+ "88": "hooded_merganser",
111
+ "89": "hooded_oriole",
112
+ "90": "hooded_warbler",
113
+ "91": "horned_grebe",
114
+ "92": "horned_lark",
115
+ "93": "horned_puffin",
116
+ "94": "house_sparrow",
117
+ "95": "house_wren",
118
+ "96": "indigo_bunting",
119
+ "97": "ivory_gull",
120
+ "98": "kentucky_warbler",
121
+ "99": "laysan_albatross",
122
+ "100": "lazuli_bunting",
123
+ "101": "le_conte_sparrow",
124
+ "102": "least_auklet",
125
+ "103": "least_flycatcher",
126
+ "104": "least_tern",
127
+ "105": "lincoln_sparrow",
128
+ "106": "loggerhead_shrike",
129
+ "107": "long_tailed_jaeger",
130
+ "108": "louisiana_waterthrush",
131
+ "109": "magnolia_warbler",
132
+ "110": "mallard",
133
+ "111": "mangrove_cuckoo",
134
+ "112": "marsh_wren",
135
+ "113": "mockingbird",
136
+ "114": "mourning_warbler",
137
+ "115": "myrtle_warbler",
138
+ "116": "nashville_warbler",
139
+ "117": "nelson_sharp_tailed_sparrow",
140
+ "118": "nighthawk",
141
+ "119": "northern_flicker",
142
+ "120": "northern_fulmar",
143
+ "121": "northern_waterthrush",
144
+ "122": "olive_sided_flycatcher",
145
+ "123": "orange_crowned_warbler",
146
+ "124": "orchard_oriole",
147
+ "125": "ovenbird",
148
+ "126": "pacific_loon",
149
+ "127": "painted_bunting",
150
+ "128": "palm_warbler",
151
+ "129": "parakeet_auklet",
152
+ "130": "pelagic_cormorant",
153
+ "131": "philadelphia_vireo",
154
+ "132": "pied_billed_grebe",
155
+ "133": "pied_kingfisher",
156
+ "134": "pigeon_guillemot",
157
+ "135": "pileated_woodpecker",
158
+ "136": "pine_grosbeak",
159
+ "137": "pine_warbler",
160
+ "138": "pomarine_jaeger",
161
+ "139": "prairie_warbler",
162
+ "140": "prothonotary_warbler",
163
+ "141": "purple_finch",
164
+ "142": "red_bellied_woodpecker",
165
+ "143": "red_breasted_merganser",
166
+ "144": "red_cockaded_woodpecker",
167
+ "145": "red_eyed_vireo",
168
+ "146": "red_faced_cormorant",
169
+ "147": "red_headed_woodpecker",
170
+ "148": "red_legged_kittiwake",
171
+ "149": "red_winged_blackbird",
172
+ "150": "rhinoceros_auklet",
173
+ "151": "ring_billed_gull",
174
+ "152": "ringed_kingfisher",
175
+ "153": "rock_wren",
176
+ "154": "rose_breasted_grosbeak",
177
+ "155": "ruby_throated_hummingbird",
178
+ "156": "rufous_hummingbird",
179
+ "157": "rusty_blackbird",
180
+ "158": "sage_thrasher",
181
+ "159": "savannah_sparrow",
182
+ "160": "sayornis",
183
+ "161": "scarlet_tanager",
184
+ "162": "scissor_tailed_flycatcher",
185
+ "163": "scott_oriole",
186
+ "164": "seaside_sparrow",
187
+ "165": "shiny_cowbird",
188
+ "166": "slaty_backed_gull",
189
+ "167": "song_sparrow",
190
+ "168": "sooty_albatross",
191
+ "169": "spotted_catbird",
192
+ "170": "summer_tanager",
193
+ "171": "swainson_warbler",
194
+ "172": "tennessee_warbler",
195
+ "173": "tree_sparrow",
196
+ "174": "tree_swallow",
197
+ "175": "tropical_kingbird",
198
+ "176": "vermilion_flycatcher",
199
+ "177": "vesper_sparrow",
200
+ "178": "warbling_vireo",
201
+ "179": "western_grebe",
202
+ "180": "western_gull",
203
+ "181": "western_meadowlark",
204
+ "182": "western_wood_pewee",
205
+ "183": "whip_poor_will",
206
+ "184": "white_breasted_kingfisher",
207
+ "185": "white_breasted_nuthatch",
208
+ "186": "white_crowned_sparrow",
209
+ "187": "white_eyed_vireo",
210
+ "188": "white_necked_raven",
211
+ "189": "white_pelican",
212
+ "190": "white_throated_sparrow",
213
+ "191": "wilson_warbler",
214
+ "192": "winter_wren",
215
+ "193": "worm_eating_warbler",
216
+ "194": "yellow_bellied_flycatcher",
217
+ "195": "yellow_billed_cuckoo",
218
+ "196": "yellow_breasted_chat",
219
+ "197": "yellow_headed_blackbird",
220
+ "198": "yellow_throated_vireo",
221
+ "199": "yellow_warbler"
222
+ },
223
+ "image_size": 224,
224
+ "initializer_range": 0.02,
225
+ "label2id": {
226
+ "acadian_flycatcher": 0,
227
+ "american_crow": 1,
228
+ "american_goldfinch": 2,
229
+ "american_pipit": 3,
230
+ "american_redstart": 4,
231
+ "american_three_toed_woodpecker": 5,
232
+ "anna_hummingbird": 6,
233
+ "artic_tern": 7,
234
+ "baird_sparrow": 8,
235
+ "baltimore_oriole": 9,
236
+ "bank_swallow": 10,
237
+ "barn_swallow": 11,
238
+ "bay_breasted_warbler": 12,
239
+ "belted_kingfisher": 13,
240
+ "bewick_wren": 14,
241
+ "black_and_white_warbler": 15,
242
+ "black_billed_cuckoo": 16,
243
+ "black_capped_vireo": 17,
244
+ "black_footed_albatross": 18,
245
+ "black_tern": 19,
246
+ "black_throated_blue_warbler": 20,
247
+ "black_throated_sparrow": 21,
248
+ "blue_grosbeak": 22,
249
+ "blue_headed_vireo": 23,
250
+ "blue_jay": 24,
251
+ "blue_winged_warbler": 25,
252
+ "boat_tailed_grackle": 26,
253
+ "bobolink": 27,
254
+ "bohemian_waxwing": 28,
255
+ "brandt_cormorant": 29,
256
+ "brewer_blackbird": 30,
257
+ "brewer_sparrow": 31,
258
+ "bronzed_cowbird": 32,
259
+ "brown_creeper": 33,
260
+ "brown_pelican": 34,
261
+ "brown_thrasher": 35,
262
+ "cactus_wren": 36,
263
+ "california_gull": 37,
264
+ "canada_warbler": 38,
265
+ "cape_glossy_starling": 39,
266
+ "cape_may_warbler": 40,
267
+ "cardinal": 41,
268
+ "carolina_wren": 42,
269
+ "caspian_tern": 43,
270
+ "cedar_waxwing": 44,
271
+ "cerulean_warbler": 45,
272
+ "chestnut_sided_warbler": 46,
273
+ "chipping_sparrow": 47,
274
+ "chuck_will_widow": 48,
275
+ "clark_nutcracker": 49,
276
+ "clay_colored_sparrow": 50,
277
+ "cliff_swallow": 51,
278
+ "common_raven": 52,
279
+ "common_tern": 53,
280
+ "common_yellowthroat": 54,
281
+ "crested_auklet": 55,
282
+ "dark_eyed_junco": 56,
283
+ "downy_woodpecker": 57,
284
+ "eared_grebe": 58,
285
+ "eastern_towhee": 59,
286
+ "elegant_tern": 60,
287
+ "european_goldfinch": 61,
288
+ "evening_grosbeak": 62,
289
+ "field_sparrow": 63,
290
+ "fish_crow": 64,
291
+ "florida_jay": 65,
292
+ "forsters_tern": 66,
293
+ "fox_sparrow": 67,
294
+ "frigatebird": 68,
295
+ "gadwall": 69,
296
+ "geococcyx": 70,
297
+ "glaucous_winged_gull": 71,
298
+ "golden_winged_warbler": 72,
299
+ "grasshopper_sparrow": 73,
300
+ "gray_catbird": 74,
301
+ "gray_crowned_rosy_finch": 75,
302
+ "gray_kingbird": 76,
303
+ "great_crested_flycatcher": 77,
304
+ "great_grey_shrike": 78,
305
+ "green_jay": 79,
306
+ "green_kingfisher": 80,
307
+ "green_tailed_towhee": 81,
308
+ "green_violetear": 82,
309
+ "groove_billed_ani": 83,
310
+ "harris_sparrow": 84,
311
+ "heermann_gull": 85,
312
+ "henslow_sparrow": 86,
313
+ "herring_gull": 87,
314
+ "hooded_merganser": 88,
315
+ "hooded_oriole": 89,
316
+ "hooded_warbler": 90,
317
+ "horned_grebe": 91,
318
+ "horned_lark": 92,
319
+ "horned_puffin": 93,
320
+ "house_sparrow": 94,
321
+ "house_wren": 95,
322
+ "indigo_bunting": 96,
323
+ "ivory_gull": 97,
324
+ "kentucky_warbler": 98,
325
+ "laysan_albatross": 99,
326
+ "lazuli_bunting": 100,
327
+ "le_conte_sparrow": 101,
328
+ "least_auklet": 102,
329
+ "least_flycatcher": 103,
330
+ "least_tern": 104,
331
+ "lincoln_sparrow": 105,
332
+ "loggerhead_shrike": 106,
333
+ "long_tailed_jaeger": 107,
334
+ "louisiana_waterthrush": 108,
335
+ "magnolia_warbler": 109,
336
+ "mallard": 110,
337
+ "mangrove_cuckoo": 111,
338
+ "marsh_wren": 112,
339
+ "mockingbird": 113,
340
+ "mourning_warbler": 114,
341
+ "myrtle_warbler": 115,
342
+ "nashville_warbler": 116,
343
+ "nelson_sharp_tailed_sparrow": 117,
344
+ "nighthawk": 118,
345
+ "northern_flicker": 119,
346
+ "northern_fulmar": 120,
347
+ "northern_waterthrush": 121,
348
+ "olive_sided_flycatcher": 122,
349
+ "orange_crowned_warbler": 123,
350
+ "orchard_oriole": 124,
351
+ "ovenbird": 125,
352
+ "pacific_loon": 126,
353
+ "painted_bunting": 127,
354
+ "palm_warbler": 128,
355
+ "parakeet_auklet": 129,
356
+ "pelagic_cormorant": 130,
357
+ "philadelphia_vireo": 131,
358
+ "pied_billed_grebe": 132,
359
+ "pied_kingfisher": 133,
360
+ "pigeon_guillemot": 134,
361
+ "pileated_woodpecker": 135,
362
+ "pine_grosbeak": 136,
363
+ "pine_warbler": 137,
364
+ "pomarine_jaeger": 138,
365
+ "prairie_warbler": 139,
366
+ "prothonotary_warbler": 140,
367
+ "purple_finch": 141,
368
+ "red_bellied_woodpecker": 142,
369
+ "red_breasted_merganser": 143,
370
+ "red_cockaded_woodpecker": 144,
371
+ "red_eyed_vireo": 145,
372
+ "red_faced_cormorant": 146,
373
+ "red_headed_woodpecker": 147,
374
+ "red_legged_kittiwake": 148,
375
+ "red_winged_blackbird": 149,
376
+ "rhinoceros_auklet": 150,
377
+ "ring_billed_gull": 151,
378
+ "ringed_kingfisher": 152,
379
+ "rock_wren": 153,
380
+ "rose_breasted_grosbeak": 154,
381
+ "ruby_throated_hummingbird": 155,
382
+ "rufous_hummingbird": 156,
383
+ "rusty_blackbird": 157,
384
+ "sage_thrasher": 158,
385
+ "savannah_sparrow": 159,
386
+ "sayornis": 160,
387
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