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cub-200-bird-classifier-swin

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Update config.json

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  1. config.json +254 -253
config.json CHANGED
@@ -1,253 +1,254 @@
1
- {
2
- "_name_or_path": "microsoft/swin-large-patch4-window12-384-in22k",
3
- "architectures": [
4
- "SwinForImageClassification"
5
- ],
6
- "attention_probs_dropout_prob": 0.0,
7
- "depths": [
8
- 2,
9
- 2,
10
- 18,
11
- 2
12
- ],
13
- "drop_path_rate": 0.1,
14
- "embed_dim": 192,
15
- "encoder_stride": 32,
16
- "hidden_act": "gelu",
17
- "hidden_dropout_prob": 0.0,
18
- "hidden_size": 1536,
19
- "id2label": {
20
- "0": "Black_footed_Albatross",
21
- "1": "Laysan_Albatross",
22
- "2": "Sooty_Albatross",
23
- "3": "Groove_billed_Ani",
24
- "4": "Crested_Auklet",
25
- "5": "Least_Auklet",
26
- "6": "Parakeet_Auklet",
27
- "7": "Rhinoceros_Auklet",
28
- "8": "Brewer_Blackbird",
29
- "9": "Red_winged_Blackbird",
30
- "10": "Rusty_Blackbird",
31
- "11": "Yellow_headed_Blackbird",
32
- "12": "Bobolink",
33
- "13": "Indigo_Bunting",
34
- "14": "Lazuli_Bunting",
35
- "15": "Painted_Bunting",
36
- "16": "Cardinal",
37
- "17": "Spotted_Catbird",
38
- "18": "Gray_Catbird",
39
- "19": "Yellow_breasted_Chat",
40
- "20": "Eastern_Towhee",
41
- "21": "Chuck_will_Widow",
42
- "22": "Brandt_Cormorant",
43
- "23": "Red_faced_Cormorant",
44
- "24": "Pelagic_Cormorant",
45
- "25": "Bronzed_Cowbird",
46
- "26": "Shiny_Cowbird",
47
- "27": "Brown_Creeper",
48
- "28": "American_Crow",
49
- "29": "Fish_Crow",
50
- "30": "Black_billed_Cuckoo",
51
- "31": "Mangrove_Cuckoo",
52
- "32": "Yellow_billed_Cuckoo",
53
- "33": "Gray_crowned_Rosy_Finch",
54
- "34": "Purple_Finch",
55
- "35": "Northern_Flicker",
56
- "36": "Acadian_Flycatcher",
57
- "37": "Great_Crested_Flycatcher",
58
- "38": "Least_Flycatcher",
59
- "39": "Olive_sided_Flycatcher",
60
- "40": "Scissor_tailed_Flycatcher",
61
- "41": "Vermilion_Flycatcher",
62
- "42": "Yellow_bellied_Flycatcher",
63
- "43": "Frigatebird",
64
- "44": "Northern_Fulmar",
65
- "45": "Gadwall",
66
- "46": "American_Goldfinch",
67
- "47": "European_Goldfinch",
68
- "48": "Boat_tailed_Grackle",
69
- "49": "Eared_Grebe",
70
- "50": "Horned_Grebe",
71
- "51": "Pied_billed_Grebe",
72
- "52": "Western_Grebe",
73
- "53": "Blue_Grosbeak",
74
- "54": "Evening_Grosbeak",
75
- "55": "Pine_Grosbeak",
76
- "56": "Rose_breasted_Grosbeak",
77
- "57": "Pigeon_Guillemot",
78
- "58": "California_Gull",
79
- "59": "Glaucous_winged_Gull",
80
- "60": "Heermann_Gull",
81
- "61": "Herring_Gull",
82
- "62": "Ivory_Gull",
83
- "63": "Ring_billed_Gull",
84
- "64": "Slaty_backed_Gull",
85
- "65": "Western_Gull",
86
- "66": "Anna_Hummingbird",
87
- "67": "Ruby_throated_Hummingbird",
88
- "68": "Rufous_Hummingbird",
89
- "69": "Green_Violetear",
90
- "70": "Long_tailed_Jaeger",
91
- "71": "Pomarine_Jaeger",
92
- "72": "Blue_Jay",
93
- "73": "Florida_Jay",
94
- "74": "Green_Jay",
95
- "75": "Dark_eyed_Junco",
96
- "76": "Tropical_Kingbird",
97
- "77": "Gray_Kingbird",
98
- "78": "Belted_Kingfisher",
99
- "79": "Green_Kingfisher",
100
- "80": "Pied_Kingfisher",
101
- "81": "Ringed_Kingfisher",
102
- "82": "White_breasted_Kingfisher",
103
- "83": "Red_legged_Kittiwake",
104
- "84": "Horned_Lark",
105
- "85": "Pacific_Loon",
106
- "86": "Mallard",
107
- "87": "Western_Meadowlark",
108
- "88": "Hooded_Merganser",
109
- "89": "Red_breasted_Merganser",
110
- "90": "Mockingbird",
111
- "91": "Nighthawk",
112
- "92": "Clark_Nutcracker",
113
- "93": "White_breasted_Nuthatch",
114
- "94": "Baltimore_Oriole",
115
- "95": "Hooded_Oriole",
116
- "96": "Orchard_Oriole",
117
- "97": "Scott_Oriole",
118
- "98": "Ovenbird",
119
- "99": "Brown_Pelican",
120
- "100": "White_Pelican",
121
- "101": "Western_Wood_Pewee",
122
- "102": "Sayornis",
123
- "103": "American_Pipit",
124
- "104": "Whip_poor_Will",
125
- "105": "Horned_Puffin",
126
- "106": "Common_Raven",
127
- "107": "White_necked_Raven",
128
- "108": "American_Redstart",
129
- "109": "Geococcyx",
130
- "110": "Loggerhead_Shrike",
131
- "111": "Great_Grey_Shrike",
132
- "112": "Baird_Sparrow",
133
- "113": "Black_throated_Sparrow",
134
- "114": "Brewer_Sparrow",
135
- "115": "Chipping_Sparrow",
136
- "116": "Clay_colored_Sparrow",
137
- "117": "House_Sparrow",
138
- "118": "Field_Sparrow",
139
- "119": "Fox_Sparrow",
140
- "120": "Grasshopper_Sparrow",
141
- "121": "Harris_Sparrow",
142
- "122": "Henslow_Sparrow",
143
- "123": "Le_Conte_Sparrow",
144
- "124": "Lincoln_Sparrow",
145
- "125": "Nelson_Sharp_tailed_Sparrow",
146
- "126": "Savannah_Sparrow",
147
- "127": "Seaside_Sparrow",
148
- "128": "Song_Sparrow",
149
- "129": "Tree_Sparrow",
150
- "130": "Vesper_Sparrow",
151
- "131": "White_crowned_Sparrow",
152
- "132": "White_throated_Sparrow",
153
- "133": "Cape_Glossy_Starling",
154
- "134": "Bank_Swallow",
155
- "135": "Barn_Swallow",
156
- "136": "Cliff_Swallow",
157
- "137": "Tree_Swallow",
158
- "138": "Scarlet_Tanager",
159
- "139": "Summer_Tanager",
160
- "140": "Artic_Tern",
161
- "141": "Black_Tern",
162
- "142": "Caspian_Tern",
163
- "143": "Common_Tern",
164
- "144": "Elegant_Tern",
165
- "145": "Forsters_Tern",
166
- "146": "Least_Tern",
167
- "147": "Green_tailed_Towhee",
168
- "148": "Brown_Thrasher",
169
- "149": "Sage_Thrasher",
170
- "150": "Black_capped_Vireo",
171
- "151": "Blue_headed_Vireo",
172
- "152": "Philadelphia_Vireo",
173
- "153": "Red_eyed_Vireo",
174
- "154": "Warbling_Vireo",
175
- "155": "White_eyed_Vireo",
176
- "156": "Yellow_throated_Vireo",
177
- "157": "Bay_breasted_Warbler",
178
- "158": "Black_and_white_Warbler",
179
- "159": "Black_throated_Blue_Warbler",
180
- "160": "Blue_winged_Warbler",
181
- "161": "Canada_Warbler",
182
- "162": "Cape_May_Warbler",
183
- "163": "Cerulean_Warbler",
184
- "164": "Chestnut_sided_Warbler",
185
- "165": "Golden_winged_Warbler",
186
- "166": "Hooded_Warbler",
187
- "167": "Kentucky_Warbler",
188
- "168": "Magnolia_Warbler",
189
- "169": "Mourning_Warbler",
190
- "170": "Myrtle_Warbler",
191
- "171": "Nashville_Warbler",
192
- "172": "Orange_crowned_Warbler",
193
- "173": "Palm_Warbler",
194
- "174": "Pine_Warbler",
195
- "175": "Prairie_Warbler",
196
- "176": "Prothonotary_Warbler",
197
- "177": "Swainson_Warbler",
198
- "178": "Tennessee_Warbler",
199
- "179": "Wilson_Warbler",
200
- "180": "Worm_eating_Warbler",
201
- "181": "Yellow_Warbler",
202
- "182": "Northern_Waterthrush",
203
- "183": "Louisiana_Waterthrush",
204
- "184": "Bohemian_Waxwing",
205
- "185": "Cedar_Waxwing",
206
- "186": "American_Three_toed_Woodpecker",
207
- "187": "Pileated_Woodpecker",
208
- "188": "Red_bellied_Woodpecker",
209
- "189": "Red_cockaded_Woodpecker",
210
- "190": "Red_headed_Woodpecker",
211
- "191": "Downy_Woodpecker",
212
- "192": "Bewick_Wren",
213
- "193": "Cactus_Wren",
214
- "194": "Carolina_Wren",
215
- "195": "House_Wren",
216
- "196": "Marsh_Wren",
217
- "197": "Rock_Wren",
218
- "198": "Winter_Wren",
219
- "199": "Common_Yellowthroat"
220
- }
221
- ,
222
- "layer_norm_eps": 1e-05,
223
- "mlp_ratio": 4.0,
224
- "model_type": "swin",
225
- "num_channels": 3,
226
- "num_heads": [
227
- 6,
228
- 12,
229
- 24,
230
- 48
231
- ],
232
- "num_layers": 4,
233
- "out_features": [
234
- "stage4"
235
- ],
236
- "out_indices": [
237
- 4
238
- ],
239
- "patch_size": 4,
240
- "path_norm": true,
241
- "qkv_bias": true,
242
- "stage_names": [
243
- "stem",
244
- "stage1",
245
- "stage2",
246
- "stage3",
247
- "stage4"
248
- ],
249
- "torch_dtype": "float32",
250
- "transformers_version": "4.47.0",
251
- "use_absolute_embeddings": false,
252
- "window_size": 12
253
- }
 
 
1
+ {
2
+ "_name_or_path": "microsoft/swin-large-patch4-window12-384-in22k",
3
+ "architectures": [
4
+ "SwinForImageClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.0,
7
+ "depths": [
8
+ 2,
9
+ 2,
10
+ 18,
11
+ 2
12
+ ],
13
+ "pipeline_tag": "image-classification",
14
+ "drop_path_rate": 0.1,
15
+ "embed_dim": 192,
16
+ "encoder_stride": 32,
17
+ "hidden_act": "gelu",
18
+ "hidden_dropout_prob": 0.0,
19
+ "hidden_size": 1536,
20
+ "id2label": {
21
+ "0": "Black_footed_Albatross",
22
+ "1": "Laysan_Albatross",
23
+ "2": "Sooty_Albatross",
24
+ "3": "Groove_billed_Ani",
25
+ "4": "Crested_Auklet",
26
+ "5": "Least_Auklet",
27
+ "6": "Parakeet_Auklet",
28
+ "7": "Rhinoceros_Auklet",
29
+ "8": "Brewer_Blackbird",
30
+ "9": "Red_winged_Blackbird",
31
+ "10": "Rusty_Blackbird",
32
+ "11": "Yellow_headed_Blackbird",
33
+ "12": "Bobolink",
34
+ "13": "Indigo_Bunting",
35
+ "14": "Lazuli_Bunting",
36
+ "15": "Painted_Bunting",
37
+ "16": "Cardinal",
38
+ "17": "Spotted_Catbird",
39
+ "18": "Gray_Catbird",
40
+ "19": "Yellow_breasted_Chat",
41
+ "20": "Eastern_Towhee",
42
+ "21": "Chuck_will_Widow",
43
+ "22": "Brandt_Cormorant",
44
+ "23": "Red_faced_Cormorant",
45
+ "24": "Pelagic_Cormorant",
46
+ "25": "Bronzed_Cowbird",
47
+ "26": "Shiny_Cowbird",
48
+ "27": "Brown_Creeper",
49
+ "28": "American_Crow",
50
+ "29": "Fish_Crow",
51
+ "30": "Black_billed_Cuckoo",
52
+ "31": "Mangrove_Cuckoo",
53
+ "32": "Yellow_billed_Cuckoo",
54
+ "33": "Gray_crowned_Rosy_Finch",
55
+ "34": "Purple_Finch",
56
+ "35": "Northern_Flicker",
57
+ "36": "Acadian_Flycatcher",
58
+ "37": "Great_Crested_Flycatcher",
59
+ "38": "Least_Flycatcher",
60
+ "39": "Olive_sided_Flycatcher",
61
+ "40": "Scissor_tailed_Flycatcher",
62
+ "41": "Vermilion_Flycatcher",
63
+ "42": "Yellow_bellied_Flycatcher",
64
+ "43": "Frigatebird",
65
+ "44": "Northern_Fulmar",
66
+ "45": "Gadwall",
67
+ "46": "American_Goldfinch",
68
+ "47": "European_Goldfinch",
69
+ "48": "Boat_tailed_Grackle",
70
+ "49": "Eared_Grebe",
71
+ "50": "Horned_Grebe",
72
+ "51": "Pied_billed_Grebe",
73
+ "52": "Western_Grebe",
74
+ "53": "Blue_Grosbeak",
75
+ "54": "Evening_Grosbeak",
76
+ "55": "Pine_Grosbeak",
77
+ "56": "Rose_breasted_Grosbeak",
78
+ "57": "Pigeon_Guillemot",
79
+ "58": "California_Gull",
80
+ "59": "Glaucous_winged_Gull",
81
+ "60": "Heermann_Gull",
82
+ "61": "Herring_Gull",
83
+ "62": "Ivory_Gull",
84
+ "63": "Ring_billed_Gull",
85
+ "64": "Slaty_backed_Gull",
86
+ "65": "Western_Gull",
87
+ "66": "Anna_Hummingbird",
88
+ "67": "Ruby_throated_Hummingbird",
89
+ "68": "Rufous_Hummingbird",
90
+ "69": "Green_Violetear",
91
+ "70": "Long_tailed_Jaeger",
92
+ "71": "Pomarine_Jaeger",
93
+ "72": "Blue_Jay",
94
+ "73": "Florida_Jay",
95
+ "74": "Green_Jay",
96
+ "75": "Dark_eyed_Junco",
97
+ "76": "Tropical_Kingbird",
98
+ "77": "Gray_Kingbird",
99
+ "78": "Belted_Kingfisher",
100
+ "79": "Green_Kingfisher",
101
+ "80": "Pied_Kingfisher",
102
+ "81": "Ringed_Kingfisher",
103
+ "82": "White_breasted_Kingfisher",
104
+ "83": "Red_legged_Kittiwake",
105
+ "84": "Horned_Lark",
106
+ "85": "Pacific_Loon",
107
+ "86": "Mallard",
108
+ "87": "Western_Meadowlark",
109
+ "88": "Hooded_Merganser",
110
+ "89": "Red_breasted_Merganser",
111
+ "90": "Mockingbird",
112
+ "91": "Nighthawk",
113
+ "92": "Clark_Nutcracker",
114
+ "93": "White_breasted_Nuthatch",
115
+ "94": "Baltimore_Oriole",
116
+ "95": "Hooded_Oriole",
117
+ "96": "Orchard_Oriole",
118
+ "97": "Scott_Oriole",
119
+ "98": "Ovenbird",
120
+ "99": "Brown_Pelican",
121
+ "100": "White_Pelican",
122
+ "101": "Western_Wood_Pewee",
123
+ "102": "Sayornis",
124
+ "103": "American_Pipit",
125
+ "104": "Whip_poor_Will",
126
+ "105": "Horned_Puffin",
127
+ "106": "Common_Raven",
128
+ "107": "White_necked_Raven",
129
+ "108": "American_Redstart",
130
+ "109": "Geococcyx",
131
+ "110": "Loggerhead_Shrike",
132
+ "111": "Great_Grey_Shrike",
133
+ "112": "Baird_Sparrow",
134
+ "113": "Black_throated_Sparrow",
135
+ "114": "Brewer_Sparrow",
136
+ "115": "Chipping_Sparrow",
137
+ "116": "Clay_colored_Sparrow",
138
+ "117": "House_Sparrow",
139
+ "118": "Field_Sparrow",
140
+ "119": "Fox_Sparrow",
141
+ "120": "Grasshopper_Sparrow",
142
+ "121": "Harris_Sparrow",
143
+ "122": "Henslow_Sparrow",
144
+ "123": "Le_Conte_Sparrow",
145
+ "124": "Lincoln_Sparrow",
146
+ "125": "Nelson_Sharp_tailed_Sparrow",
147
+ "126": "Savannah_Sparrow",
148
+ "127": "Seaside_Sparrow",
149
+ "128": "Song_Sparrow",
150
+ "129": "Tree_Sparrow",
151
+ "130": "Vesper_Sparrow",
152
+ "131": "White_crowned_Sparrow",
153
+ "132": "White_throated_Sparrow",
154
+ "133": "Cape_Glossy_Starling",
155
+ "134": "Bank_Swallow",
156
+ "135": "Barn_Swallow",
157
+ "136": "Cliff_Swallow",
158
+ "137": "Tree_Swallow",
159
+ "138": "Scarlet_Tanager",
160
+ "139": "Summer_Tanager",
161
+ "140": "Artic_Tern",
162
+ "141": "Black_Tern",
163
+ "142": "Caspian_Tern",
164
+ "143": "Common_Tern",
165
+ "144": "Elegant_Tern",
166
+ "145": "Forsters_Tern",
167
+ "146": "Least_Tern",
168
+ "147": "Green_tailed_Towhee",
169
+ "148": "Brown_Thrasher",
170
+ "149": "Sage_Thrasher",
171
+ "150": "Black_capped_Vireo",
172
+ "151": "Blue_headed_Vireo",
173
+ "152": "Philadelphia_Vireo",
174
+ "153": "Red_eyed_Vireo",
175
+ "154": "Warbling_Vireo",
176
+ "155": "White_eyed_Vireo",
177
+ "156": "Yellow_throated_Vireo",
178
+ "157": "Bay_breasted_Warbler",
179
+ "158": "Black_and_white_Warbler",
180
+ "159": "Black_throated_Blue_Warbler",
181
+ "160": "Blue_winged_Warbler",
182
+ "161": "Canada_Warbler",
183
+ "162": "Cape_May_Warbler",
184
+ "163": "Cerulean_Warbler",
185
+ "164": "Chestnut_sided_Warbler",
186
+ "165": "Golden_winged_Warbler",
187
+ "166": "Hooded_Warbler",
188
+ "167": "Kentucky_Warbler",
189
+ "168": "Magnolia_Warbler",
190
+ "169": "Mourning_Warbler",
191
+ "170": "Myrtle_Warbler",
192
+ "171": "Nashville_Warbler",
193
+ "172": "Orange_crowned_Warbler",
194
+ "173": "Palm_Warbler",
195
+ "174": "Pine_Warbler",
196
+ "175": "Prairie_Warbler",
197
+ "176": "Prothonotary_Warbler",
198
+ "177": "Swainson_Warbler",
199
+ "178": "Tennessee_Warbler",
200
+ "179": "Wilson_Warbler",
201
+ "180": "Worm_eating_Warbler",
202
+ "181": "Yellow_Warbler",
203
+ "182": "Northern_Waterthrush",
204
+ "183": "Louisiana_Waterthrush",
205
+ "184": "Bohemian_Waxwing",
206
+ "185": "Cedar_Waxwing",
207
+ "186": "American_Three_toed_Woodpecker",
208
+ "187": "Pileated_Woodpecker",
209
+ "188": "Red_bellied_Woodpecker",
210
+ "189": "Red_cockaded_Woodpecker",
211
+ "190": "Red_headed_Woodpecker",
212
+ "191": "Downy_Woodpecker",
213
+ "192": "Bewick_Wren",
214
+ "193": "Cactus_Wren",
215
+ "194": "Carolina_Wren",
216
+ "195": "House_Wren",
217
+ "196": "Marsh_Wren",
218
+ "197": "Rock_Wren",
219
+ "198": "Winter_Wren",
220
+ "199": "Common_Yellowthroat"
221
+ }
222
+ ,
223
+ "layer_norm_eps": 1e-05,
224
+ "mlp_ratio": 4.0,
225
+ "model_type": "swin",
226
+ "num_channels": 3,
227
+ "num_heads": [
228
+ 6,
229
+ 12,
230
+ 24,
231
+ 48
232
+ ],
233
+ "num_layers": 4,
234
+ "out_features": [
235
+ "stage4"
236
+ ],
237
+ "out_indices": [
238
+ 4
239
+ ],
240
+ "patch_size": 4,
241
+ "path_norm": true,
242
+ "qkv_bias": true,
243
+ "stage_names": [
244
+ "stem",
245
+ "stage1",
246
+ "stage2",
247
+ "stage3",
248
+ "stage4"
249
+ ],
250
+ "torch_dtype": "float32",
251
+ "transformers_version": "4.47.0",
252
+ "use_absolute_embeddings": false,
253
+ "window_size": 12
254
+ }