Zero-Shot Image Classification
OpenCLIP
clip
File size: 804 Bytes
1cded11
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
{
  "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"
  }
}