Zero-Shot Image Classification
OpenCLIP
clip
ViT-L-16-HTxt-Recap-CLIP / open_clip_config.json
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{
"model_cfg": {
"embed_dim": 768,
"vision_cfg": {
"image_size": 224,
"layers": 24,
"width": 1024,
"patch_size": 16,
"no_ln_pre": true,
"pool_type": "avg",
"final_ln_after_pool": true
},
"text_cfg": {
"context_length": 128,
"vocab_size": 32000,
"hf_tokenizer_name": "bert-base-uncased",
"tokenizer_kwargs": {
"strip_sep_token": true
},
"width": 1024,
"heads": 16,
"layers": 24,
"pool_type": "last",
"no_causal_mask": true
}
},
"preprocess_cfg": {
"mean": [
0.485,
0.456,
0.406
],
"std": [
0.229,
0.224,
0.225
],
"interpolation": "bilinear",
"resize_mode": "squash"
}
}