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Garon16
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rtdetr_r50vd_russia_plate_detector_lightning

Object Detection
Transformers
Safetensors
Russian
rt_detr
pytorch-lightning
russian-license-plates
rt-detr
Inference Endpoints
Model card Files Community
Garon16 commited on
Commit
9d7cce7
·
verified ·
1 Parent(s): 3a4fc1f

Upload RTDetrForObjectDetection

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Files changed (2) hide show
  1. config.json +101 -101
  2. model.safetensors +1 -1
config.json CHANGED
@@ -1,101 +1,101 @@
1
- {
2
- "_name_or_path": "PekingU/rtdetr_r50vd_coco_o365",
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- "activation_dropout": 0.0,
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- "activation_function": "silu",
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- "anchor_image_size": null,
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- "architectures": [
7
- "RTDetrForObjectDetection"
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- ],
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- "attention_dropout": 0.0,
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- "auxiliary_loss": true,
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- "backbone": null,
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- "backbone_config": {
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- "model_type": "rt_detr_resnet",
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- "out_features": [
15
- "stage2",
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- "stage3",
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- "stage4"
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- ],
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- "out_indices": [
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- 2,
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- 3,
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- 4
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- ]
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- },
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- "backbone_kwargs": null,
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- "batch_norm_eps": 1e-05,
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- "box_noise_scale": 1.0,
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- "d_model": 256,
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- "decoder_activation_function": "relu",
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- "decoder_attention_heads": 8,
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- "decoder_ffn_dim": 1024,
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- "decoder_in_channels": [
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- 256,
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- 256,
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- 256
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- ],
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- "decoder_layers": 6,
38
- "decoder_n_points": 4,
39
- "disable_custom_kernels": true,
40
- "dropout": 0.0,
41
- "encode_proj_layers": [
42
- 2
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- ],
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- "encoder_activation_function": "gelu",
45
- "encoder_attention_heads": 8,
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- "encoder_ffn_dim": 1024,
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- "encoder_hidden_dim": 256,
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- "encoder_in_channels": [
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- 512,
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- 1024,
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- 2048
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- ],
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- "encoder_layers": 1,
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- "eos_coefficient": 0.0001,
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- "eval_size": null,
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- "feat_strides": [
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- 8,
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- 16,
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- 32
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- ],
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- "focal_loss_alpha": 0.75,
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- "focal_loss_gamma": 2.0,
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- "freeze_backbone_batch_norms": true,
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- "hidden_expansion": 1.0,
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- "id2label": {
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- "0": "car-plates-and-these-types",
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- "1": "n_p",
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- "2": "p_p"
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- },
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- "initializer_bias_prior_prob": null,
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- "initializer_range": 0.01,
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- "is_encoder_decoder": true,
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- "label2id": {
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- "car-plates-and-these-types": 0,
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- "n_p": 1,
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- "p_p": 2
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- },
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- "label_noise_ratio": 0.5,
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- "layer_norm_eps": 1e-05,
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- "learn_initial_query": false,
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- "matcher_alpha": 0.25,
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- "matcher_bbox_cost": 5.0,
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- "matcher_class_cost": 2.0,
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- "matcher_gamma": 2.0,
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- "matcher_giou_cost": 2.0,
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- "model_type": "rt_detr",
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- "normalize_before": false,
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- "num_denoising": 100,
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- "num_feature_levels": 3,
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- "num_queries": 300,
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- "positional_encoding_temperature": 10000,
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- "torch_dtype": "float32",
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- "transformers_version": "4.47.0.dev0",
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- "use_focal_loss": true,
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- "use_pretrained_backbone": false,
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- "use_timm_backbone": false,
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- "weight_loss_bbox": 5.0,
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- "weight_loss_giou": 2.0,
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- "weight_loss_vfl": 1.0,
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- "with_box_refine": true
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- }
 
1
+ {
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+ "_name_or_path": "PekingU/rtdetr_r50vd_coco_o365",
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+ "activation_dropout": 0.0,
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+ "activation_function": "silu",
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+ "anchor_image_size": null,
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+ "architectures": [
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+ "RTDetrForObjectDetection"
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+ ],
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+ "attention_dropout": 0.0,
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+ "auxiliary_loss": true,
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+ "backbone": null,
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+ "backbone_config": {
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+ "model_type": "rt_detr_resnet",
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+ "out_features": [
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+ "stage2",
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+ "stage3",
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+ "stage4"
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+ ],
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+ "out_indices": [
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+ 2,
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+ 3,
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+ 4
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+ ]
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+ },
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+ "backbone_kwargs": null,
26
+ "batch_norm_eps": 1e-05,
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+ "box_noise_scale": 1.0,
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+ "d_model": 256,
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+ "decoder_activation_function": "relu",
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+ "decoder_attention_heads": 8,
31
+ "decoder_ffn_dim": 1024,
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+ "decoder_in_channels": [
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+ 256,
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+ 256,
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+ 256
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+ ],
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+ "decoder_layers": 6,
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+ "decoder_n_points": 4,
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+ "disable_custom_kernels": true,
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+ "dropout": 0.0,
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+ "encode_proj_layers": [
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+ 2
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+ ],
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+ "encoder_activation_function": "gelu",
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+ "encoder_attention_heads": 8,
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+ "encoder_ffn_dim": 1024,
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+ "encoder_hidden_dim": 256,
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+ "encoder_in_channels": [
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+ 512,
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+ 1024,
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+ 2048
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+ ],
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+ "encoder_layers": 1,
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+ "eos_coefficient": 0.0001,
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+ "eval_size": null,
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+ "feat_strides": [
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+ 8,
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+ 16,
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+ 32
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+ ],
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+ "focal_loss_alpha": 0.75,
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+ "focal_loss_gamma": 2.0,
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+ "freeze_backbone_batch_norms": true,
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+ "hidden_expansion": 1.0,
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+ "id2label": {
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+ "0": "car-plates-and-these-types",
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+ "1": "n_p",
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+ "2": "p_p"
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+ },
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+ "initializer_bias_prior_prob": null,
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+ "initializer_range": 0.01,
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+ "is_encoder_decoder": true,
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+ "label2id": {
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+ "car-plates-and-these-types": 0,
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+ "n_p": 1,
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+ "p_p": 2
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+ },
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+ "label_noise_ratio": 0.5,
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+ "layer_norm_eps": 1e-05,
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+ "learn_initial_query": false,
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+ "matcher_alpha": 0.25,
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+ "matcher_bbox_cost": 5.0,
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+ "matcher_class_cost": 2.0,
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+ "matcher_gamma": 2.0,
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+ "matcher_giou_cost": 2.0,
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+ "model_type": "rt_detr",
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+ "normalize_before": false,
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+ "num_denoising": 100,
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+ "num_feature_levels": 3,
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+ "num_queries": 300,
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+ "positional_encoding_temperature": 10000,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.45.1",
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+ "use_focal_loss": true,
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+ "use_pretrained_backbone": false,
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+ "use_timm_backbone": false,
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+ "weight_loss_bbox": 5.0,
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+ "weight_loss_giou": 2.0,
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+ "weight_loss_vfl": 1.0,
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+ "with_box_refine": true
101
+ }
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