methodw commited on
Commit
d9b1d5d
1 Parent(s): 64467e5

use model locally

Browse files
app.py CHANGED
@@ -14,10 +14,8 @@ load_dotenv()
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  # Init similarity search AI model and processor
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  torch_device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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- dino_v2_model = AutoModel.from_pretrained(
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- "facebook/dinov2-base", force_download=True
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- ).to(torch_device)
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- dino_v2_image_processor = AutoImageProcessor.from_pretrained("facebook/dinov2-base")
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  # MongoDB
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  MONGO_URI = os.environ.get("MONGO_URI")
 
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  # Init similarity search AI model and processor
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  torch_device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+ dino_v2_model = AutoModel.from_pretrained("./dinov2-base").to(torch_device)
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+ dino_v2_image_processor = AutoImageProcessor.from_pretrained("./dinov2-base")
 
 
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  # MongoDB
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  MONGO_URI = os.environ.get("MONGO_URI")
dinov2-base/config.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "facebook/dinov2-base",
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+ "apply_layernorm": true,
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+ "architectures": [
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+ "Dinov2Model"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "drop_path_rate": 0.0,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 768,
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+ "image_size": 518,
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+ "initializer_range": 0.02,
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+ "layer_norm_eps": 1e-06,
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+ "layerscale_value": 1.0,
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+ "mlp_ratio": 4,
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+ "model_type": "dinov2",
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+ "num_attention_heads": 12,
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+ "num_channels": 3,
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+ "num_hidden_layers": 12,
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+ "out_features": [
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+ "stage12"
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+ ],
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+ "out_indices": [
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+ 12
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+ ],
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+ "patch_size": 14,
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+ "qkv_bias": true,
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+ "reshape_hidden_states": true,
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+ "stage_names": [
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+ "stem",
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+ "stage1",
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+ "stage2",
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+ "stage3",
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+ "stage4",
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+ "stage5",
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+ "stage6",
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+ "stage7",
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+ "stage8",
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+ "stage9",
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+ "stage10",
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+ "stage11",
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+ "stage12"
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+ ],
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.34.0",
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+ "use_swiglu_ffn": false
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+ }
dinov2-base/preprocessor_config.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "crop_size": {
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+ "height": 224,
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+ "width": 224
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+ },
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+ "do_center_crop": true,
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+ "do_convert_rgb": true,
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+ "do_normalize": true,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "image_mean": [
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+ 0.485,
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+ 0.456,
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+ 0.406
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+ ],
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+ "image_processor_type": "BitImageProcessor",
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+ "image_std": [
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+ 0.229,
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+ 0.224,
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+ 0.225
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+ ],
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "shortest_edge": 256
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+ }
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+ }
dinov2-base/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:2520984c95638107c8d7366b0fb35d6690ed903e4f3bb8a36cdf15b835853b5c
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+ size 346393158