Hugging Face's logo

firework8
/
BRL

Video Classification
TensorBoard
skeleton-based-action-recognition
Model card Files
xet
Metrics Community
firework8 commited on
Commit
a91c0b6
·
verified ·
1 Parent(s): aa246e8

Upload 20 files

Browse files
Files changed (20) hide show
  1. ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/2016_EfficientGCN-B0_ntu-xset120.pth.tar +3 -0
  2. ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/config.yaml +83 -0
  3. ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/events.out.tfevents.1662360577.cripacsir118 +3 -0
  4. ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/reco_results.json +1 -0
  5. ckpt/Others/EfficientGCN/ntu120_xset/checkpoint.pth.tar +3 -0
  6. ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/2015_EfficientGCN-B0_ntu-xsub120.pth.tar +3 -0
  7. ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/config.yaml +83 -0
  8. ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/events.out.tfevents.1662360570.cripacsir118 +3 -0
  9. ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/reco_results.json +1 -0
  10. ckpt/Others/EfficientGCN/ntu120_xsub/checkpoint.pth.tar +3 -0
  11. ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/2013_EfficientGCN-B0_ntu-xsub.pth.tar +3 -0
  12. ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/config.yaml +83 -0
  13. ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/events.out.tfevents.1662360526.cripacsir118 +3 -0
  14. ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/reco_results.json +1 -0
  15. ckpt/Others/EfficientGCN/ntu60_xsub/checkpoint.pth.tar +3 -0
  16. ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/2014_EfficientGCN-B0_ntu-xview.pth.tar +3 -0
  17. ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/config.yaml +83 -0
  18. ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/events.out.tfevents.1662360562.cripacsir118 +3 -0
  19. ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/reco_results.json +1 -0
  20. ckpt/Others/EfficientGCN/ntu60_xview/checkpoint.pth.tar +3 -0
ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/2016_EfficientGCN-B0_ntu-xset120.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8bfe4fb863d2fe656ec16d88edda28c05197b6eacef726e4f5474450e9827287
3
+ size 3253335
ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/config.yaml ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ config: '2016'
2
+ dataset: ntu-xset120
3
+ dataset_args:
4
+ ntu:
5
+ eval_batch_size: 32
6
+ inputs: JVB
7
+ ntu120_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons120
8
+ ntu60_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons
9
+ num_frame: 288
10
+ root_folder: /data/lhd/long_tailed_skeleton_data/EfficientGCN-data
11
+ train_batch_size: 32
12
+ transform: false
13
+ debug: false
14
+ delay_hours: 0
15
+ evaluate: false
16
+ extract: false
17
+ generate_data: false
18
+ gpus:
19
+ - 3
20
+ lr_scheduler: cosine
21
+ model_args:
22
+ act_type: swish
23
+ att_type: stja
24
+ bias: true
25
+ block_args:
26
+ - - 48
27
+ - 1
28
+ - 0.5
29
+ - - 24
30
+ - 1
31
+ - 0.5
32
+ - - 64
33
+ - 2
34
+ - 1
35
+ - - 128
36
+ - 2
37
+ - 1
38
+ drop_prob: 0.25
39
+ edge: true
40
+ expand_ratio: 2
41
+ fusion_stage: 2
42
+ kernel_size:
43
+ - 5
44
+ - 2
45
+ layer_type: Sep
46
+ reduct_ratio: 4
47
+ scale_args:
48
+ - 1.2
49
+ - 1.35
50
+ stem_channel: 64
51
+ model_type: EfficientGCN-B0
52
+ no_progress_bar: false
53
+ optimizer: SGD
54
+ optimizer_args:
55
+ Adam:
56
+ betas:
57
+ - 0.9
58
+ - 0.99
59
+ lr: 0.1
60
+ weight_decay: 0.0001
61
+ SGD:
62
+ lr: 0.1
63
+ momentum: 0.9
64
+ nesterov: true
65
+ weight_decay: 0.0001
66
+ pretrained_path: null
67
+ resume: false
68
+ scheduler_args:
69
+ cosine:
70
+ max_epoch: 70
71
+ warm_up: 10
72
+ step:
73
+ max_epoch: 70
74
+ step_lr:
75
+ - 20
76
+ - 50
77
+ warm_up: 10
78
+ seed: 1
79
+ visualization_class: 0
80
+ visualization_frames: []
81
+ visualization_sample: 0
82
+ visualize: false
83
+ work_dir: ./workdir/ntu120_xset
ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/events.out.tfevents.1662360577.cripacsir118 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b8ff3a2c895dab4f2634266a35af06fb8e2bf3b53176e27dbad69e13e0d35143
3
+ size 2308554
ckpt/Others/EfficientGCN/ntu120_xset/2016_EfficientGCN-B0_ntu-xset120/reco_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"acc_top1": 0.6118163323637709, "acc_top5": 0.8802730467239437}
ckpt/Others/EfficientGCN/ntu120_xset/checkpoint.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8bfe4fb863d2fe656ec16d88edda28c05197b6eacef726e4f5474450e9827287
3
+ size 3253335
ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/2015_EfficientGCN-B0_ntu-xsub120.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b0cad7f753a5f763656eaf9864d863f09b46402be64fe07609c59b092b242d8a
3
+ size 3253079
ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/config.yaml ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ config: '2015'
2
+ dataset: ntu-xsub120
3
+ dataset_args:
4
+ ntu:
5
+ eval_batch_size: 32
6
+ inputs: JVB
7
+ ntu120_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons120
8
+ ntu60_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons
9
+ num_frame: 288
10
+ root_folder: /data/lhd/long_tailed_skeleton_data/EfficientGCN-data
11
+ train_batch_size: 32
12
+ transform: false
13
+ debug: false
14
+ delay_hours: 0
15
+ evaluate: false
16
+ extract: false
17
+ generate_data: false
18
+ gpus:
19
+ - 2
20
+ lr_scheduler: cosine
21
+ model_args:
22
+ act_type: swish
23
+ att_type: stja
24
+ bias: true
25
+ block_args:
26
+ - - 48
27
+ - 1
28
+ - 0.5
29
+ - - 24
30
+ - 1
31
+ - 0.5
32
+ - - 64
33
+ - 2
34
+ - 1
35
+ - - 128
36
+ - 2
37
+ - 1
38
+ drop_prob: 0.25
39
+ edge: true
40
+ expand_ratio: 2
41
+ fusion_stage: 2
42
+ kernel_size:
43
+ - 5
44
+ - 2
45
+ layer_type: Sep
46
+ reduct_ratio: 4
47
+ scale_args:
48
+ - 1.2
49
+ - 1.35
50
+ stem_channel: 64
51
+ model_type: EfficientGCN-B0
52
+ no_progress_bar: false
53
+ optimizer: SGD
54
+ optimizer_args:
55
+ Adam:
56
+ betas:
57
+ - 0.9
58
+ - 0.99
59
+ lr: 0.1
60
+ weight_decay: 0.0001
61
+ SGD:
62
+ lr: 0.1
63
+ momentum: 0.9
64
+ nesterov: true
65
+ weight_decay: 0.0001
66
+ pretrained_path: null
67
+ resume: false
68
+ scheduler_args:
69
+ cosine:
70
+ max_epoch: 70
71
+ warm_up: 10
72
+ step:
73
+ max_epoch: 70
74
+ step_lr:
75
+ - 20
76
+ - 50
77
+ warm_up: 10
78
+ seed: 1
79
+ visualization_class: 0
80
+ visualization_frames: []
81
+ visualization_sample: 0
82
+ visualize: false
83
+ work_dir: ./workdir/ntu120_xsub
ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/events.out.tfevents.1662360570.cripacsir118 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60876e3e5a55e7395a790bb40352d6c01cc6e908efabe3d5e5c88a9d6e2c6614
3
+ size 3483809
ckpt/Others/EfficientGCN/ntu120_xsub/2015_EfficientGCN-B0_ntu-xsub120/reco_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"acc_top1": 0.6137198295331802, "acc_top5": 0.9047506824564504}
ckpt/Others/EfficientGCN/ntu120_xsub/checkpoint.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7a058f8523609b24420ce6705831bbb189959c613cc72f498b1c7920d793eaf4
3
+ size 3136471
ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/2013_EfficientGCN-B0_ntu-xsub.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7b833221999c4d4832fa7c6d764d5c1cfb0a1c5bfb7d5d461d4922483e23ca03
3
+ size 3103831
ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/config.yaml ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ config: '2013'
2
+ dataset: ntu-xsub
3
+ dataset_args:
4
+ ntu:
5
+ eval_batch_size: 32
6
+ inputs: JVB
7
+ ntu120_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons120
8
+ ntu60_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons
9
+ num_frame: 288
10
+ root_folder: /data/lhd/long_tailed_skeleton_data/EfficientGCN-data
11
+ train_batch_size: 32
12
+ transform: false
13
+ debug: false
14
+ delay_hours: 0
15
+ evaluate: false
16
+ extract: false
17
+ generate_data: false
18
+ gpus:
19
+ - 0
20
+ lr_scheduler: cosine
21
+ model_args:
22
+ act_type: swish
23
+ att_type: stja
24
+ bias: true
25
+ block_args:
26
+ - - 48
27
+ - 1
28
+ - 0.5
29
+ - - 24
30
+ - 1
31
+ - 0.5
32
+ - - 64
33
+ - 2
34
+ - 1
35
+ - - 128
36
+ - 2
37
+ - 1
38
+ drop_prob: 0.25
39
+ edge: true
40
+ expand_ratio: 2
41
+ fusion_stage: 2
42
+ kernel_size:
43
+ - 5
44
+ - 2
45
+ layer_type: Sep
46
+ reduct_ratio: 4
47
+ scale_args:
48
+ - 1.2
49
+ - 1.35
50
+ stem_channel: 64
51
+ model_type: EfficientGCN-B0
52
+ no_progress_bar: false
53
+ optimizer: SGD
54
+ optimizer_args:
55
+ Adam:
56
+ betas:
57
+ - 0.9
58
+ - 0.99
59
+ lr: 0.1
60
+ weight_decay: 0.0001
61
+ SGD:
62
+ lr: 0.1
63
+ momentum: 0.9
64
+ nesterov: true
65
+ weight_decay: 0.0001
66
+ pretrained_path: null
67
+ resume: false
68
+ scheduler_args:
69
+ cosine:
70
+ max_epoch: 70
71
+ warm_up: 10
72
+ step:
73
+ max_epoch: 70
74
+ step_lr:
75
+ - 20
76
+ - 50
77
+ warm_up: 10
78
+ seed: 1
79
+ visualization_class: 0
80
+ visualization_frames: []
81
+ visualization_sample: 0
82
+ visualize: false
83
+ work_dir: ./workdir/ntu60_xsub
ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/events.out.tfevents.1662360526.cripacsir118 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd531fcd3c5bcccd50c1b2959d76f3a5082070d410db4ec1ecbc10afe63b50fb
3
+ size 1746142
ckpt/Others/EfficientGCN/ntu60_xsub/2013_EfficientGCN-B0_ntu-xsub/reco_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"acc_top1": 0.6886637957178383, "acc_top5": 0.9386789591799599}
ckpt/Others/EfficientGCN/ntu60_xsub/checkpoint.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c44be04a768ede94031a288935bc4d496a6e7bca71fb90c2533c658e2abb011
3
+ size 3074519
ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/2014_EfficientGCN-B0_ntu-xview.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d29909c2472ae3f267ea61f70a53d7faaa0f08a135525af6c2344cf9bf84f71
3
+ size 3103895
ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/config.yaml ADDED
@@ -0,0 +1,83 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ config: '2014'
2
+ dataset: ntu-xview
3
+ dataset_args:
4
+ ntu:
5
+ eval_batch_size: 32
6
+ inputs: JVB
7
+ ntu120_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons120
8
+ ntu60_path: /data/lhd/nturgbd_raw/nturgb+d_skeletons
9
+ num_frame: 288
10
+ root_folder: /data/lhd/long_tailed_skeleton_data/EfficientGCN-data
11
+ train_batch_size: 32
12
+ transform: true
13
+ debug: false
14
+ delay_hours: 0
15
+ evaluate: false
16
+ extract: false
17
+ generate_data: false
18
+ gpus:
19
+ - 1
20
+ lr_scheduler: cosine
21
+ model_args:
22
+ act_type: swish
23
+ att_type: stja
24
+ bias: true
25
+ block_args:
26
+ - - 48
27
+ - 1
28
+ - 0.5
29
+ - - 24
30
+ - 1
31
+ - 0.5
32
+ - - 64
33
+ - 2
34
+ - 1
35
+ - - 128
36
+ - 2
37
+ - 1
38
+ drop_prob: 0.25
39
+ edge: true
40
+ expand_ratio: 2
41
+ fusion_stage: 2
42
+ kernel_size:
43
+ - 5
44
+ - 2
45
+ layer_type: Sep
46
+ reduct_ratio: 4
47
+ scale_args:
48
+ - 1.2
49
+ - 1.35
50
+ stem_channel: 64
51
+ model_type: EfficientGCN-B0
52
+ no_progress_bar: false
53
+ optimizer: SGD
54
+ optimizer_args:
55
+ Adam:
56
+ betas:
57
+ - 0.9
58
+ - 0.99
59
+ lr: 0.1
60
+ weight_decay: 0.0001
61
+ SGD:
62
+ lr: 0.1
63
+ momentum: 0.9
64
+ nesterov: true
65
+ weight_decay: 0.0001
66
+ pretrained_path: null
67
+ resume: false
68
+ scheduler_args:
69
+ cosine:
70
+ max_epoch: 70
71
+ warm_up: 10
72
+ step:
73
+ max_epoch: 70
74
+ step_lr:
75
+ - 20
76
+ - 50
77
+ warm_up: 10
78
+ seed: 1
79
+ visualization_class: 0
80
+ visualization_frames: []
81
+ visualization_sample: 0
82
+ visualize: false
83
+ work_dir: ./workdir/ntu60_xview
ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/events.out.tfevents.1662360562.cripacsir118 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18c6cf31d763a77aab84bba264101ca52f2faa081818a9a2dc58acde31a8c507
3
+ size 1746142
ckpt/Others/EfficientGCN/ntu60_xview/2014_EfficientGCN-B0_ntu-xview/reco_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"acc_top1": 0.7625184872174097, "acc_top5": 0.9585886330023241}
ckpt/Others/EfficientGCN/ntu60_xview/checkpoint.pth.tar ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c457e40b5c491c803f9d58257cd083779dc2e0a83cc9520b089c2b0321162bd
3
+ size 3074519