Hugging Face's logo

mrdbourke
/
detr_finetuned_trashify_box_detector_synthetic_and_real_data

Object Detection
Transformers
Safetensors
conditional_detr
Inference Endpoints
Model card Files Community
detr_finetuned_trashify_box_detector_synthetic_and_real_data
File size: 1,641 Bytes 
28750bd
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
 
{
  "_name_or_path": "models/2024-08-15_07-11-06_microsoft_detr_finetuned_trashify_manual_and_synthetic_box_dataset_lr_1e-4",
  "activation_dropout": 0.0,
  "activation_function": "relu",
  "architectures": [
    "ConditionalDetrForObjectDetection"
  ],
  "attention_dropout": 0.0,
  "auxiliary_loss": false,
  "backbone": "resnet50",
  "backbone_config": null,
  "backbone_kwargs": {
    "in_chans": 3,
    "out_indices": [
      1,
      2,
      3,
      4
    ]
  },
  "bbox_cost": 5,
  "bbox_loss_coefficient": 5,
  "class_cost": 2,
  "cls_loss_coefficient": 2,
  "d_model": 256,
  "decoder_attention_heads": 8,
  "decoder_ffn_dim": 2048,
  "decoder_layerdrop": 0.0,
  "decoder_layers": 6,
  "dice_loss_coefficient": 1,
  "dilation": false,
  "dropout": 0.1,
  "encoder_attention_heads": 8,
  "encoder_ffn_dim": 2048,
  "encoder_layerdrop": 0.0,
  "encoder_layers": 6,
  "focal_alpha": 0.25,
  "giou_cost": 2,
  "giou_loss_coefficient": 2,
  "id2label": {
    "0": "bin",
    "1": "hand",
    "2": "not_bin",
    "3": "not_hand",
    "4": "not_trash",
    "5": "trash"
  },
  "init_std": 0.02,
  "init_xavier_std": 1.0,
  "is_encoder_decoder": true,
  "label2id": {
    "bin": 0,
    "hand": 1,
    "not_bin": 2,
    "not_hand": 3,
    "not_trash": 4,
    "trash": 5
  },
  "mask_loss_coefficient": 1,
  "max_position_embeddings": 1024,
  "model_type": "conditional_detr",
  "num_channels": 3,
  "num_hidden_layers": 6,
  "num_queries": 300,
  "position_embedding_type": "sine",
  "scale_embedding": false,
  "torch_dtype": "float32",
  "transformers_version": "4.44.0",
  "use_pretrained_backbone": true,
  "use_timm_backbone": true
}