Hugging Face's logo

Spaces:
lissank
/
YOLO-World
Sleeping

App Files Community
YOLO-World
File size: 5,473 Bytes 
186701e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
 
Collections:
  - Name: YOLOv8
    Metadata:
      Training Data: COCO
      Training Techniques:
        - SGD with Nesterov
        - Weight Decay
        - AMP
        - Synchronize BN
      Training Resources: 8x A100 GPUs
      Architecture:
        - CSPDarkNet
        - PAFPN
        - Decoupled Head
    README: configs/yolov8/README.md
    Code:
      URL: https://github.com/open-mmlab/mmyolo/blob/v0.0.1/mmyolo/models/detectors/yolo_detector.py#L12
      Version: v0.0.1

Models:
  - Name: yolov8_n_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_n_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 2.8
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.2
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_n_syncbn_fast_8xb16-500e_coco/yolov8_n_syncbn_fast_8xb16-500e_coco_20230114_131804-88c11cdb.pth
  - Name: yolov8_s_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_s_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 4.0
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 44.2
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_s_syncbn_fast_8xb16-500e_coco/yolov8_s_syncbn_fast_8xb16-500e_coco_20230117_180101-5aa5f0f1.pth
  - Name: yolov8_m_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_m_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 7.2
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 49.8
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_m_syncbn_fast_8xb16-500e_coco/yolov8_m_syncbn_fast_8xb16-500e_coco_20230115_192200-c22e560a.pth
  - Name: yolov8_l_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_l_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 9.8
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 52.1
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_l_syncbn_fast_8xb16-500e_coco/yolov8_l_syncbn_fast_8xb16-500e_coco_20230217_182526-189611b6.pth
  - Name: yolov8_x_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_x_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 12.2
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 52.7
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_x_syncbn_fast_8xb16-500e_coco/yolov8_x_syncbn_fast_8xb16-500e_coco_20230218_023338-5674673c.pth
  - Name: yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 2.5
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 37.4
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_n_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_101206-b975b1cd.pth
  - Name: yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 4.0
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 45.1
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_s_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_095938-ce3c1b3f.pth
  - Name: yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 7.0
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 50.6
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_m_mask-refine_syncbn_fast_8xb16-500e_coco_20230216_223400-f40abfcd.pth
  - Name: yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 9.1
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 53.0
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_l_mask-refine_syncbn_fast_8xb16-500e_coco_20230217_120100-5881dec4.pth
  - Name: yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco
    In Collection: YOLOv8
    Config: configs/yolov8/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco.py
    Metadata:
      Training Memory (GB): 12.4
      Epochs: 500
    Results:
      - Task: Object Detection
        Dataset: COCO
        Metrics:
          box AP: 54.0
    Weights: https://download.openmmlab.com/mmyolo/v0/yolov8/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco/yolov8_x_mask-refine_syncbn_fast_8xb16-500e_coco_20230217_120411-079ca8d1.pth