HSE_DL_Project / common.py
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LABELS = [
'Abstract_Expressionism',
'Action_painting',
'Analytical_Cubism',
'Art_Nouveau_Modern',
'Baroque',
'Color_Field_Painting',
'Contemporary_Realism',
'Cubism',
'Early_Renaissance',
'Expressionism',
'Fauvism',
'High_Renaissance',
'Impressionism',
'Mannerism_Late_Renaissance',
'Minimalism',
'Naive_Art_Primitivism',
'New_Realism',
'Northern_Renaissance',
'Pointillism',
'Pop_Art',
'Post_Impressionism',
'Realism',
'Rococo',
'Romanticism',
'Symbolism',
'Synthetic_Cubism',
'Ukiyo_e'
]
new_id_to_old_id = {0: 3,
1: 4,
2: 7,
3: 8,
4: 9,
5: 12,
6: 15,
7: 17,
8: 19,
9: 20,
10: 21,
11: 22,
12: 23,
13: 24}
MODELS = {
"CLIP ViT-B/32 (27 классов)": ["openai/clip-vit-base-patch32", "model_clip.pt"],
# "CLIP ViT-B/32 (14 классов)": ["openai/clip-vit-base-patch32", "model_clip_14_classes.pt"],
"SigLIP2 ViT-B/16 (27 классов)": ["google/siglip2-base-patch16-224", "model_siglip.pt"],
"ResNet50 (27 классов)": ["DEFAULT", "model_resnet.pt"],
}