Hugging Face's logo

dineth18
/
CD-Models

PyTorch
change-detection
remote-sensing
Model card Files
xet
 Community
CD-Models
File size: 1,940 Bytes
ce209f5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_epoch": 185,
  "bf1": 0.1857411320549439,
  "boundary_precision": 0.17257422612327392,
  "boundary_recall": 0.2010831995828408,
  "boundary_tolerance": 2,
  "checkpoint": "/new-home/buddhiw/CD-Models/results/fc_ef/sysu_cd/checkpoints/best_model.pth",
  "checkpoint_path": "/new-home/buddhiw/CD-Models/results/fc_ef/sysu_cd/checkpoints/best_model.pth",
  "dataset": "sysu_cd",
  "f1": 0.7710114456206413,
  "f1_0": 0.9306980130810955,
  "flops": 3576954880.0,
  "flops_g": 3.57695488,
  "flops_input_shape": [
    [
      1,
      3,
      256,
      256
    ],
    [
      1,
      3,
      256,
      256
    ]
  ],
  "flops_library": "thop",
  "fn": 14863204.0,
  "fp": 13029452.0,
  "fps": 553.7461095985886,
  "fps_end_to_end": 14.421485982581824,
  "fps_model_only": 553.7461095985886,
  "gpu_index": 0,
  "gpu_mem_allocated_peak_gb": 0.44326162338256836,
  "gpu_mem_reserved_peak_gb": 0.73046875,
  "gpu_mem_used_max_gb": 7.80267333984375,
  "gpu_mem_used_mean_gb": 7.80267333984375,
  "gpu_name": "NVIDIA RTX A6000",
  "gpu_profiling_error": null,
  "gpu_util_max": 100.0,
  "gpu_util_mean": 91.59367042560932,
  "gpu_util_min": 14.0,
  "gt_positive_ratio": 0.23582808303833008,
  "iou": 0.6273544623407266,
  "iou_0": 0.8703790265222616,
  "kappa": 0.7017299073773073,
  "mean_prob": 0.2489538885690272,
  "miou": 0.748866744431494,
  "model": "fc_ef",
  "oa": 0.8935979614257813,
  "official_selection_metric": "validation_f1",
  "params": 1350578.0,
  "params_m": 1.350578,
  "precision": 0.7827960031116655,
  "pred_positive_ratio": 0.2288328742980957,
  "recall": 0.7595764553282184,
  "sample_count": 4000,
  "selected_threshold": 0.5,
  "split": "test",
  "status": "complete",
  "test_sample_count": 4000,
  "threshold": 0.5,
  "threshold_mode": "argmax",
  "timestamp": "2026-07-02T20:40:57.639820+00:00",
  "tn": 187293631.0,
  "tp": 46957713.0,
  "trainable_params": 1350578.0,
  "trainable_params_m": 1.350578
}