Upload folder using huggingface_hub
Browse files- README.md +66 -0
- checkpoint-625/config.json +61 -0
- checkpoint-625/model.safetensors +3 -0
- checkpoint-625/optimizer.pt +3 -0
- checkpoint-625/preprocessor_config.json +44 -0
- checkpoint-625/rng_state.pth +3 -0
- checkpoint-625/scheduler.pt +3 -0
- checkpoint-625/trainer_state.json +605 -0
- checkpoint-625/training_args.bin +3 -0
- config.json +61 -0
- model.safetensors +3 -0
- preprocessor_config.json +44 -0
- training_args.bin +3 -0
- training_params.json +28 -0
README.md
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| 1 |
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---
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| 3 |
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tags:
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- autotrain
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| 5 |
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- object-detection
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| 6 |
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widget:
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| 7 |
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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| 8 |
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example_title: Tiger
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| 9 |
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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| 10 |
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example_title: Teapot
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| 11 |
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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| 12 |
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example_title: Palace
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datasets:
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| 14 |
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- cppe-5
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| 15 |
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---
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| 16 |
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| 17 |
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# Model Trained Using AutoTrain
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- Problem type: Object Detection
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| 20 |
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## Validation Metrics
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| 22 |
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loss: 1.7329339981079102
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| 23 |
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| 24 |
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map: 0.1341
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map_50: 0.2559
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| 27 |
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map_75: 0.1179
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| 29 |
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map_small: 0.0652
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map_medium: 0.0367
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| 33 |
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map_large: 0.1421
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| 35 |
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| 36 |
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mar_1: 0.1278
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| 37 |
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mar_10: 0.2553
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| 39 |
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mar_100: 0.2932
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| 41 |
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| 42 |
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mar_small: 0.1689
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| 43 |
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| 44 |
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mar_medium: 0.1701
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| 45 |
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mar_large: 0.2122
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| 47 |
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| 48 |
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map_Coverall: 0.5042
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| 49 |
+
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| 50 |
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mar_100_Coverall: 0.7222
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| 51 |
+
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| 52 |
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map_Face_Shield: 0.0
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| 53 |
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mar_100_Face_Shield: 0.0
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| 55 |
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map_Gloves: 0.0962
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| 57 |
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| 58 |
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mar_100_Gloves: 0.3246
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| 59 |
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map_Goggles: 0.0
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| 61 |
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| 62 |
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mar_100_Goggles: 0.0
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| 63 |
+
|
| 64 |
+
map_Mask: 0.07
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| 65 |
+
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| 66 |
+
mar_100_Mask: 0.4192
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checkpoint-625/config.json
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| 1 |
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{
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| 2 |
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"_name_or_path": "facebook/detr-resnet-50",
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| 3 |
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"activation_dropout": 0.0,
|
| 4 |
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"activation_function": "relu",
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| 5 |
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"architectures": [
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| 6 |
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"DetrForObjectDetection"
|
| 7 |
+
],
|
| 8 |
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"attention_dropout": 0.0,
|
| 9 |
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"auxiliary_loss": false,
|
| 10 |
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"backbone": "resnet50",
|
| 11 |
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"backbone_config": null,
|
| 12 |
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"backbone_kwargs": null,
|
| 13 |
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"bbox_cost": 5,
|
| 14 |
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"bbox_loss_coefficient": 5,
|
| 15 |
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"class_cost": 1,
|
| 16 |
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"classifier_dropout": 0.0,
|
| 17 |
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"d_model": 256,
|
| 18 |
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"decoder_attention_heads": 8,
|
| 19 |
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"decoder_ffn_dim": 2048,
|
| 20 |
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"decoder_layerdrop": 0.0,
|
| 21 |
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"decoder_layers": 6,
|
| 22 |
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"dice_loss_coefficient": 1,
|
| 23 |
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"dilation": false,
|
| 24 |
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"dropout": 0.1,
|
| 25 |
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"encoder_attention_heads": 8,
|
| 26 |
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"encoder_ffn_dim": 2048,
|
| 27 |
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"encoder_layerdrop": 0.0,
|
| 28 |
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"encoder_layers": 6,
|
| 29 |
+
"eos_coefficient": 0.1,
|
| 30 |
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"giou_cost": 2,
|
| 31 |
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"giou_loss_coefficient": 2,
|
| 32 |
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"id2label": {
|
| 33 |
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"0": "Coverall",
|
| 34 |
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"1": "Face_Shield",
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| 35 |
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"2": "Gloves",
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| 36 |
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"3": "Goggles",
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| 37 |
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"4": "Mask"
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| 38 |
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},
|
| 39 |
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"init_std": 0.02,
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| 40 |
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"init_xavier_std": 1.0,
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| 41 |
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"is_encoder_decoder": true,
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| 42 |
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"label2id": {
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| 43 |
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"Coverall": 0,
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| 44 |
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"Face_Shield": 1,
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| 45 |
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"Gloves": 2,
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| 46 |
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"Goggles": 3,
|
| 47 |
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"Mask": 4
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| 48 |
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},
|
| 49 |
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"mask_loss_coefficient": 1,
|
| 50 |
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"max_position_embeddings": 1024,
|
| 51 |
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"model_type": "detr",
|
| 52 |
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"num_channels": 3,
|
| 53 |
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"num_hidden_layers": 6,
|
| 54 |
+
"num_queries": 100,
|
| 55 |
+
"position_embedding_type": "sine",
|
| 56 |
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"scale_embedding": false,
|
| 57 |
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"torch_dtype": "float32",
|
| 58 |
+
"transformers_version": "4.40.1",
|
| 59 |
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"use_pretrained_backbone": true,
|
| 60 |
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"use_timm_backbone": true
|
| 61 |
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}
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checkpoint-625/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:0d39d274c25ce58eeb595dda77b61165ac29c61aa45eecf7efcb0e835f3c06d3
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| 3 |
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size 166498936
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checkpoint-625/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:3cfcfabfc419a31464afc7c5ef88bbfbb4f550e56f0fd19a6a4cb77a23d5144a
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| 3 |
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size 330499962
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checkpoint-625/preprocessor_config.json
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| 1 |
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{
|
| 2 |
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"_valid_processor_keys": [
|
| 3 |
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"images",
|
| 4 |
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"annotations",
|
| 5 |
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"return_segmentation_masks",
|
| 6 |
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"masks_path",
|
| 7 |
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"do_resize",
|
| 8 |
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"size",
|
| 9 |
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"resample",
|
| 10 |
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"do_rescale",
|
| 11 |
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"rescale_factor",
|
| 12 |
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"do_normalize",
|
| 13 |
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"do_convert_annotations",
|
| 14 |
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"image_mean",
|
| 15 |
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"image_std",
|
| 16 |
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"do_pad",
|
| 17 |
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"format",
|
| 18 |
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"return_tensors",
|
| 19 |
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"data_format",
|
| 20 |
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"input_data_format"
|
| 21 |
+
],
|
| 22 |
+
"do_convert_annotations": true,
|
| 23 |
+
"do_normalize": true,
|
| 24 |
+
"do_pad": false,
|
| 25 |
+
"do_rescale": true,
|
| 26 |
+
"do_resize": false,
|
| 27 |
+
"format": "coco_detection",
|
| 28 |
+
"image_mean": [
|
| 29 |
+
0.485,
|
| 30 |
+
0.456,
|
| 31 |
+
0.406
|
| 32 |
+
],
|
| 33 |
+
"image_processor_type": "DetrImageProcessor",
|
| 34 |
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"image_std": [
|
| 35 |
+
0.229,
|
| 36 |
+
0.224,
|
| 37 |
+
0.225
|
| 38 |
+
],
|
| 39 |
+
"resample": 2,
|
| 40 |
+
"rescale_factor": 0.00392156862745098,
|
| 41 |
+
"size": {
|
| 42 |
+
"longest_edge": 600
|
| 43 |
+
}
|
| 44 |
+
}
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checkpoint-625/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:bc76ec9c7860731098d9eaa1906a8cbbf01732b46f7e925f5ef15b27e8038e16
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| 3 |
+
size 14244
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checkpoint-625/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:bf781e0f0c69c78f4f7dc0bd8dc64143b5d3ec4b2317d8401472d359a60092bd
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| 3 |
+
size 1064
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checkpoint-625/trainer_state.json
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa74bc64d54edaec774743a0e0459391d10d4ac85c1413264ee0481492aad766
|
| 3 |
+
size 4984
|
config.json
ADDED
|
@@ -0,0 +1,61 @@
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|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "facebook/detr-resnet-50",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "relu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"DetrForObjectDetection"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.0,
|
| 9 |
+
"auxiliary_loss": false,
|
| 10 |
+
"backbone": "resnet50",
|
| 11 |
+
"backbone_config": null,
|
| 12 |
+
"backbone_kwargs": null,
|
| 13 |
+
"bbox_cost": 5,
|
| 14 |
+
"bbox_loss_coefficient": 5,
|
| 15 |
+
"class_cost": 1,
|
| 16 |
+
"classifier_dropout": 0.0,
|
| 17 |
+
"d_model": 256,
|
| 18 |
+
"decoder_attention_heads": 8,
|
| 19 |
+
"decoder_ffn_dim": 2048,
|
| 20 |
+
"decoder_layerdrop": 0.0,
|
| 21 |
+
"decoder_layers": 6,
|
| 22 |
+
"dice_loss_coefficient": 1,
|
| 23 |
+
"dilation": false,
|
| 24 |
+
"dropout": 0.1,
|
| 25 |
+
"encoder_attention_heads": 8,
|
| 26 |
+
"encoder_ffn_dim": 2048,
|
| 27 |
+
"encoder_layerdrop": 0.0,
|
| 28 |
+
"encoder_layers": 6,
|
| 29 |
+
"eos_coefficient": 0.1,
|
| 30 |
+
"giou_cost": 2,
|
| 31 |
+
"giou_loss_coefficient": 2,
|
| 32 |
+
"id2label": {
|
| 33 |
+
"0": "Coverall",
|
| 34 |
+
"1": "Face_Shield",
|
| 35 |
+
"2": "Gloves",
|
| 36 |
+
"3": "Goggles",
|
| 37 |
+
"4": "Mask"
|
| 38 |
+
},
|
| 39 |
+
"init_std": 0.02,
|
| 40 |
+
"init_xavier_std": 1.0,
|
| 41 |
+
"is_encoder_decoder": true,
|
| 42 |
+
"label2id": {
|
| 43 |
+
"Coverall": 0,
|
| 44 |
+
"Face_Shield": 1,
|
| 45 |
+
"Gloves": 2,
|
| 46 |
+
"Goggles": 3,
|
| 47 |
+
"Mask": 4
|
| 48 |
+
},
|
| 49 |
+
"mask_loss_coefficient": 1,
|
| 50 |
+
"max_position_embeddings": 1024,
|
| 51 |
+
"model_type": "detr",
|
| 52 |
+
"num_channels": 3,
|
| 53 |
+
"num_hidden_layers": 6,
|
| 54 |
+
"num_queries": 100,
|
| 55 |
+
"position_embedding_type": "sine",
|
| 56 |
+
"scale_embedding": false,
|
| 57 |
+
"torch_dtype": "float32",
|
| 58 |
+
"transformers_version": "4.40.1",
|
| 59 |
+
"use_pretrained_backbone": true,
|
| 60 |
+
"use_timm_backbone": true
|
| 61 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0d39d274c25ce58eeb595dda77b61165ac29c61aa45eecf7efcb0e835f3c06d3
|
| 3 |
+
size 166498936
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,44 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"annotations",
|
| 5 |
+
"return_segmentation_masks",
|
| 6 |
+
"masks_path",
|
| 7 |
+
"do_resize",
|
| 8 |
+
"size",
|
| 9 |
+
"resample",
|
| 10 |
+
"do_rescale",
|
| 11 |
+
"rescale_factor",
|
| 12 |
+
"do_normalize",
|
| 13 |
+
"do_convert_annotations",
|
| 14 |
+
"image_mean",
|
| 15 |
+
"image_std",
|
| 16 |
+
"do_pad",
|
| 17 |
+
"format",
|
| 18 |
+
"return_tensors",
|
| 19 |
+
"data_format",
|
| 20 |
+
"input_data_format"
|
| 21 |
+
],
|
| 22 |
+
"do_convert_annotations": true,
|
| 23 |
+
"do_normalize": true,
|
| 24 |
+
"do_pad": false,
|
| 25 |
+
"do_rescale": true,
|
| 26 |
+
"do_resize": false,
|
| 27 |
+
"format": "coco_detection",
|
| 28 |
+
"image_mean": [
|
| 29 |
+
0.485,
|
| 30 |
+
0.456,
|
| 31 |
+
0.406
|
| 32 |
+
],
|
| 33 |
+
"image_processor_type": "DetrImageProcessor",
|
| 34 |
+
"image_std": [
|
| 35 |
+
0.229,
|
| 36 |
+
0.224,
|
| 37 |
+
0.225
|
| 38 |
+
],
|
| 39 |
+
"resample": 2,
|
| 40 |
+
"rescale_factor": 0.00392156862745098,
|
| 41 |
+
"size": {
|
| 42 |
+
"longest_edge": 600
|
| 43 |
+
}
|
| 44 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aa74bc64d54edaec774743a0e0459391d10d4ac85c1413264ee0481492aad766
|
| 3 |
+
size 4984
|
training_params.json
ADDED
|
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "cppe-5",
|
| 3 |
+
"model": "facebook/detr-resnet-50",
|
| 4 |
+
"username": "abhishek",
|
| 5 |
+
"lr": 5e-05,
|
| 6 |
+
"epochs": 5,
|
| 7 |
+
"batch_size": 8,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "train",
|
| 16 |
+
"valid_split": "test",
|
| 17 |
+
"logging_steps": 10,
|
| 18 |
+
"project_name": "autotrain-obj-det-test-1",
|
| 19 |
+
"auto_find_batch_size": false,
|
| 20 |
+
"mixed_precision": "fp16",
|
| 21 |
+
"save_total_limit": 1,
|
| 22 |
+
"push_to_hub": true,
|
| 23 |
+
"evaluation_strategy": "epoch",
|
| 24 |
+
"image_column": "image",
|
| 25 |
+
"objects_column": "objects",
|
| 26 |
+
"log": "none",
|
| 27 |
+
"image_square_size": 600
|
| 28 |
+
}
|