Hugging Face's logo

deepghs
/
text_detection

Object Detection
ONNX
Model card Files
xet
Community
1
narugo1992 commited on
Commit
9357e07
·
1 Parent(s): 9e73048

Upload models

Browse files
Files changed (30) hide show
  1. dbnet_resnet18_fpnc_1200e_totaltext/deploy.json +16 -0
  2. dbnet_resnet18_fpnc_1200e_totaltext/detail.json +45 -0
  3. dbnet_resnet18_fpnc_1200e_totaltext/end2end.onnx +3 -0
  4. dbnet_resnet18_fpnc_1200e_totaltext/output_onnxruntime.jpg +0 -0
  5. dbnet_resnet18_fpnc_1200e_totaltext/output_pytorch.jpg +0 -0
  6. dbnet_resnet18_fpnc_1200e_totaltext/pipeline.json +111 -0
  7. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/deploy.json +16 -0
  8. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/detail.json +45 -0
  9. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/end2end.onnx +3 -0
  10. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/output_onnxruntime.jpg +0 -0
  11. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/output_pytorch.jpg +0 -0
  12. dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/pipeline.json +107 -0
  13. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/deploy.json +16 -0
  14. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/detail.json +45 -0
  15. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/end2end.onnx +3 -0
  16. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/output_onnxruntime.jpg +0 -0
  17. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/output_pytorch.jpg +0 -0
  18. dbnet_resnet50-oclip_fpnc_1200e_icdar2015/pipeline.json +107 -0
  19. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/deploy.json +16 -0
  20. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/detail.json +45 -0
  21. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/end2end.onnx +3 -0
  22. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/output_onnxruntime.jpg +0 -0
  23. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/output_pytorch.jpg +0 -0
  24. dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/pipeline.json +107 -0
  25. dbnetpp_resnet50_fpnc_1200e_icdar2015/deploy.json +16 -0
  26. dbnetpp_resnet50_fpnc_1200e_icdar2015/detail.json +45 -0
  27. dbnetpp_resnet50_fpnc_1200e_icdar2015/end2end.onnx +3 -0
  28. dbnetpp_resnet50_fpnc_1200e_icdar2015/output_onnxruntime.jpg +0 -0
  29. dbnetpp_resnet50_fpnc_1200e_icdar2015/output_pytorch.jpg +0 -0
  30. dbnetpp_resnet50_fpnc_1200e_icdar2015/pipeline.json +107 -0
dbnet_resnet18_fpnc_1200e_totaltext/deploy.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "task": "TextDetector",
4
+ "models": [
5
+ {
6
+ "name": "dbnet",
7
+ "net": "end2end.onnx",
8
+ "weights": "",
9
+ "backend": "onnxruntime",
10
+ "precision": "FP32",
11
+ "batch_size": 1,
12
+ "dynamic_shape": true
13
+ }
14
+ ],
15
+ "customs": []
16
+ }
dbnet_resnet18_fpnc_1200e_totaltext/detail.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "codebase": {
4
+ "task": "TextDetection",
5
+ "codebase": "mmocr",
6
+ "version": "1.0.1",
7
+ "pth": "./dbnet_resnet18_fpnc_1200e_totaltext-3ed3233c.pth",
8
+ "config": "dbnet_resnet18_fpnc_1200e_totaltext.py"
9
+ },
10
+ "codebase_config": {
11
+ "type": "mmocr",
12
+ "task": "TextDetection"
13
+ },
14
+ "onnx_config": {
15
+ "type": "onnx",
16
+ "export_params": true,
17
+ "keep_initializers_as_inputs": false,
18
+ "opset_version": 11,
19
+ "save_file": "end2end.onnx",
20
+ "input_names": [
21
+ "input"
22
+ ],
23
+ "output_names": [
24
+ "output"
25
+ ],
26
+ "input_shape": null,
27
+ "optimize": true,
28
+ "dynamic_axes": {
29
+ "input": {
30
+ "0": "batch",
31
+ "2": "height",
32
+ "3": "width"
33
+ },
34
+ "output": {
35
+ "0": "batch",
36
+ "2": "height",
37
+ "3": "width"
38
+ }
39
+ }
40
+ },
41
+ "backend_config": {
42
+ "type": "onnxruntime"
43
+ },
44
+ "calib_config": {}
45
+ }
dbnet_resnet18_fpnc_1200e_totaltext/end2end.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ef7f652e18ac2e129f1c35247a0078d53780207d649e1f0a71d0d2dd5b113075
3
+ size 48715784
dbnet_resnet18_fpnc_1200e_totaltext/output_onnxruntime.jpg ADDED
dbnet_resnet18_fpnc_1200e_totaltext/output_pytorch.jpg ADDED
dbnet_resnet18_fpnc_1200e_totaltext/pipeline.json ADDED
@@ -0,0 +1,111 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pipeline": {
3
+ "input": [
4
+ "img"
5
+ ],
6
+ "output": [
7
+ "post_output"
8
+ ],
9
+ "tasks": [
10
+ {
11
+ "type": "Task",
12
+ "module": "Transform",
13
+ "name": "Preprocess",
14
+ "input": [
15
+ "img"
16
+ ],
17
+ "output": [
18
+ "prep_output"
19
+ ],
20
+ "transforms": [
21
+ {
22
+ "color_type": "color_ignore_orientation",
23
+ "type": "LoadImageFromFile"
24
+ },
25
+ {
26
+ "keep_ratio": true,
27
+ "type": "Resize",
28
+ "size": [
29
+ 1333,
30
+ 736
31
+ ]
32
+ },
33
+ {
34
+ "min_poly_points": 4,
35
+ "type": "FixInvalidPolygon"
36
+ },
37
+ {
38
+ "type": "Normalize",
39
+ "to_rgb": true,
40
+ "mean": [
41
+ 123.675,
42
+ 116.28,
43
+ 103.53
44
+ ],
45
+ "std": [
46
+ 58.395,
47
+ 57.12,
48
+ 57.375
49
+ ]
50
+ },
51
+ {
52
+ "type": "Pad",
53
+ "size_divisor": 32
54
+ },
55
+ {
56
+ "type": "DefaultFormatBundle"
57
+ },
58
+ {
59
+ "meta_keys": [
60
+ "filename",
61
+ "img_norm_cfg",
62
+ "ori_shape",
63
+ "ori_filename",
64
+ "scale_factor",
65
+ "flip",
66
+ "pad_shape",
67
+ "img_shape",
68
+ "valid_ratio",
69
+ "flip_direction",
70
+ "img_path"
71
+ ],
72
+ "type": "Collect",
73
+ "keys": [
74
+ "img"
75
+ ]
76
+ }
77
+ ]
78
+ },
79
+ {
80
+ "name": "dbnet",
81
+ "type": "Task",
82
+ "module": "Net",
83
+ "is_batched": true,
84
+ "input": [
85
+ "prep_output"
86
+ ],
87
+ "output": [
88
+ "infer_output"
89
+ ],
90
+ "input_map": {
91
+ "img": "input"
92
+ },
93
+ "output_map": {}
94
+ },
95
+ {
96
+ "type": "Task",
97
+ "module": "mmocr",
98
+ "name": "postprocess",
99
+ "component": "DBHead",
100
+ "params": {},
101
+ "output": [
102
+ "post_output"
103
+ ],
104
+ "input": [
105
+ "prep_output",
106
+ "infer_output"
107
+ ]
108
+ }
109
+ ]
110
+ }
111
+ }
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/deploy.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "task": "TextDetector",
4
+ "models": [
5
+ {
6
+ "name": "dbnet",
7
+ "net": "end2end.onnx",
8
+ "weights": "",
9
+ "backend": "onnxruntime",
10
+ "precision": "FP32",
11
+ "batch_size": 1,
12
+ "dynamic_shape": true
13
+ }
14
+ ],
15
+ "customs": []
16
+ }
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/detail.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "codebase": {
4
+ "task": "TextDetection",
5
+ "codebase": "mmocr",
6
+ "version": "1.0.1",
7
+ "pth": "./dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015_20220828_124917-452c443c.pth",
8
+ "config": "dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py"
9
+ },
10
+ "codebase_config": {
11
+ "type": "mmocr",
12
+ "task": "TextDetection"
13
+ },
14
+ "onnx_config": {
15
+ "type": "onnx",
16
+ "export_params": true,
17
+ "keep_initializers_as_inputs": false,
18
+ "opset_version": 11,
19
+ "save_file": "end2end.onnx",
20
+ "input_names": [
21
+ "input"
22
+ ],
23
+ "output_names": [
24
+ "output"
25
+ ],
26
+ "input_shape": null,
27
+ "optimize": true,
28
+ "dynamic_axes": {
29
+ "input": {
30
+ "0": "batch",
31
+ "2": "height",
32
+ "3": "width"
33
+ },
34
+ "output": {
35
+ "0": "batch",
36
+ "2": "height",
37
+ "3": "width"
38
+ }
39
+ }
40
+ },
41
+ "backend_config": {
42
+ "type": "onnxruntime"
43
+ },
44
+ "calib_config": {}
45
+ }
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/end2end.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c9e8aacaabb98e4849fc59b0d2d3b7358d226ce9c8d4fbcc3edec46606a2ef5e
3
+ size 104516947
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/output_onnxruntime.jpg ADDED
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/output_pytorch.jpg ADDED
dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015/pipeline.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pipeline": {
3
+ "input": [
4
+ "img"
5
+ ],
6
+ "output": [
7
+ "post_output"
8
+ ],
9
+ "tasks": [
10
+ {
11
+ "type": "Task",
12
+ "module": "Transform",
13
+ "name": "Preprocess",
14
+ "input": [
15
+ "img"
16
+ ],
17
+ "output": [
18
+ "prep_output"
19
+ ],
20
+ "transforms": [
21
+ {
22
+ "color_type": "color_ignore_orientation",
23
+ "type": "LoadImageFromFile"
24
+ },
25
+ {
26
+ "keep_ratio": true,
27
+ "type": "Resize",
28
+ "size": [
29
+ 4068,
30
+ 1024
31
+ ]
32
+ },
33
+ {
34
+ "type": "Normalize",
35
+ "to_rgb": true,
36
+ "mean": [
37
+ 123.675,
38
+ 116.28,
39
+ 103.53
40
+ ],
41
+ "std": [
42
+ 58.395,
43
+ 57.12,
44
+ 57.375
45
+ ]
46
+ },
47
+ {
48
+ "type": "Pad",
49
+ "size_divisor": 32
50
+ },
51
+ {
52
+ "type": "DefaultFormatBundle"
53
+ },
54
+ {
55
+ "meta_keys": [
56
+ "scale_factor",
57
+ "ori_shape",
58
+ "img_norm_cfg",
59
+ "ori_filename",
60
+ "valid_ratio",
61
+ "flip_direction",
62
+ "img_shape",
63
+ "pad_shape",
64
+ "filename",
65
+ "flip",
66
+ "img_path"
67
+ ],
68
+ "type": "Collect",
69
+ "keys": [
70
+ "img"
71
+ ]
72
+ }
73
+ ]
74
+ },
75
+ {
76
+ "name": "dbnet",
77
+ "type": "Task",
78
+ "module": "Net",
79
+ "is_batched": true,
80
+ "input": [
81
+ "prep_output"
82
+ ],
83
+ "output": [
84
+ "infer_output"
85
+ ],
86
+ "input_map": {
87
+ "img": "input"
88
+ },
89
+ "output_map": {}
90
+ },
91
+ {
92
+ "type": "Task",
93
+ "module": "mmocr",
94
+ "name": "postprocess",
95
+ "component": "DBHead",
96
+ "params": {},
97
+ "output": [
98
+ "post_output"
99
+ ],
100
+ "input": [
101
+ "prep_output",
102
+ "infer_output"
103
+ ]
104
+ }
105
+ ]
106
+ }
107
+ }
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/deploy.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "task": "TextDetector",
4
+ "models": [
5
+ {
6
+ "name": "dbnet",
7
+ "net": "end2end.onnx",
8
+ "weights": "",
9
+ "backend": "onnxruntime",
10
+ "precision": "FP32",
11
+ "batch_size": 1,
12
+ "dynamic_shape": true
13
+ }
14
+ ],
15
+ "customs": []
16
+ }
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/detail.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "codebase": {
4
+ "task": "TextDetection",
5
+ "codebase": "mmocr",
6
+ "version": "1.0.1",
7
+ "pth": "dbnet_resnet50-oclip_1200e_icdar2015_20221102_115917-bde8c87a.pth",
8
+ "config": "dbnet_resnet50-oclip_fpnc_1200e_icdar2015.py"
9
+ },
10
+ "codebase_config": {
11
+ "type": "mmocr",
12
+ "task": "TextDetection"
13
+ },
14
+ "onnx_config": {
15
+ "type": "onnx",
16
+ "export_params": true,
17
+ "keep_initializers_as_inputs": false,
18
+ "opset_version": 11,
19
+ "save_file": "end2end.onnx",
20
+ "input_names": [
21
+ "input"
22
+ ],
23
+ "output_names": [
24
+ "output"
25
+ ],
26
+ "input_shape": null,
27
+ "optimize": true,
28
+ "dynamic_axes": {
29
+ "input": {
30
+ "0": "batch",
31
+ "2": "height",
32
+ "3": "width"
33
+ },
34
+ "output": {
35
+ "0": "batch",
36
+ "2": "height",
37
+ "3": "width"
38
+ }
39
+ }
40
+ },
41
+ "backend_config": {
42
+ "type": "onnxruntime"
43
+ },
44
+ "calib_config": {}
45
+ }
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/end2end.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6210c9865d573b6728488f71af2eeef0f8ad0399c4bd8dbf6472915eba63093c
3
+ size 101002098
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/output_onnxruntime.jpg ADDED
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/output_pytorch.jpg ADDED
dbnet_resnet50-oclip_fpnc_1200e_icdar2015/pipeline.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pipeline": {
3
+ "input": [
4
+ "img"
5
+ ],
6
+ "output": [
7
+ "post_output"
8
+ ],
9
+ "tasks": [
10
+ {
11
+ "type": "Task",
12
+ "module": "Transform",
13
+ "name": "Preprocess",
14
+ "input": [
15
+ "img"
16
+ ],
17
+ "output": [
18
+ "prep_output"
19
+ ],
20
+ "transforms": [
21
+ {
22
+ "color_type": "color_ignore_orientation",
23
+ "type": "LoadImageFromFile"
24
+ },
25
+ {
26
+ "keep_ratio": true,
27
+ "type": "Resize",
28
+ "size": [
29
+ 4068,
30
+ 1024
31
+ ]
32
+ },
33
+ {
34
+ "type": "Normalize",
35
+ "to_rgb": true,
36
+ "mean": [
37
+ 123.675,
38
+ 116.28,
39
+ 103.53
40
+ ],
41
+ "std": [
42
+ 58.395,
43
+ 57.12,
44
+ 57.375
45
+ ]
46
+ },
47
+ {
48
+ "type": "Pad",
49
+ "size_divisor": 32
50
+ },
51
+ {
52
+ "type": "DefaultFormatBundle"
53
+ },
54
+ {
55
+ "meta_keys": [
56
+ "scale_factor",
57
+ "img_norm_cfg",
58
+ "ori_shape",
59
+ "img_path",
60
+ "flip",
61
+ "img_shape",
62
+ "ori_filename",
63
+ "flip_direction",
64
+ "pad_shape",
65
+ "filename",
66
+ "valid_ratio"
67
+ ],
68
+ "type": "Collect",
69
+ "keys": [
70
+ "img"
71
+ ]
72
+ }
73
+ ]
74
+ },
75
+ {
76
+ "name": "dbnet",
77
+ "type": "Task",
78
+ "module": "Net",
79
+ "is_batched": true,
80
+ "input": [
81
+ "prep_output"
82
+ ],
83
+ "output": [
84
+ "infer_output"
85
+ ],
86
+ "input_map": {
87
+ "img": "input"
88
+ },
89
+ "output_map": {}
90
+ },
91
+ {
92
+ "type": "Task",
93
+ "module": "mmocr",
94
+ "name": "postprocess",
95
+ "component": "DBHead",
96
+ "params": {},
97
+ "output": [
98
+ "post_output"
99
+ ],
100
+ "input": [
101
+ "prep_output",
102
+ "infer_output"
103
+ ]
104
+ }
105
+ ]
106
+ }
107
+ }
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/deploy.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "task": "TextDetector",
4
+ "models": [
5
+ {
6
+ "name": "dbnet",
7
+ "net": "end2end.onnx",
8
+ "weights": "",
9
+ "backend": "onnxruntime",
10
+ "precision": "FP32",
11
+ "batch_size": 1,
12
+ "dynamic_shape": true
13
+ }
14
+ ],
15
+ "customs": []
16
+ }
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/detail.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "codebase": {
4
+ "task": "TextDetection",
5
+ "codebase": "mmocr",
6
+ "version": "1.0.1",
7
+ "pth": "./dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015_20220829_230108-f289bd20.pth",
8
+ "config": "dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py"
9
+ },
10
+ "codebase_config": {
11
+ "type": "mmocr",
12
+ "task": "TextDetection"
13
+ },
14
+ "onnx_config": {
15
+ "type": "onnx",
16
+ "export_params": true,
17
+ "keep_initializers_as_inputs": false,
18
+ "opset_version": 11,
19
+ "save_file": "end2end.onnx",
20
+ "input_names": [
21
+ "input"
22
+ ],
23
+ "output_names": [
24
+ "output"
25
+ ],
26
+ "input_shape": null,
27
+ "optimize": true,
28
+ "dynamic_axes": {
29
+ "input": {
30
+ "0": "batch",
31
+ "2": "height",
32
+ "3": "width"
33
+ },
34
+ "output": {
35
+ "0": "batch",
36
+ "2": "height",
37
+ "3": "width"
38
+ }
39
+ }
40
+ },
41
+ "backend_config": {
42
+ "type": "onnxruntime"
43
+ },
44
+ "calib_config": {}
45
+ }
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/end2end.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2f4c3eb1e6e22991bd2202b565e9159ab678734f0afe8bc4853c29abe0cc6633
3
+ size 107019052
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/output_onnxruntime.jpg ADDED
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/output_pytorch.jpg ADDED
dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015/pipeline.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pipeline": {
3
+ "input": [
4
+ "img"
5
+ ],
6
+ "output": [
7
+ "post_output"
8
+ ],
9
+ "tasks": [
10
+ {
11
+ "type": "Task",
12
+ "module": "Transform",
13
+ "name": "Preprocess",
14
+ "input": [
15
+ "img"
16
+ ],
17
+ "output": [
18
+ "prep_output"
19
+ ],
20
+ "transforms": [
21
+ {
22
+ "color_type": "color_ignore_orientation",
23
+ "type": "LoadImageFromFile"
24
+ },
25
+ {
26
+ "keep_ratio": true,
27
+ "type": "Resize",
28
+ "size": [
29
+ 4068,
30
+ 1024
31
+ ]
32
+ },
33
+ {
34
+ "type": "Normalize",
35
+ "to_rgb": true,
36
+ "mean": [
37
+ 123.675,
38
+ 116.28,
39
+ 103.53
40
+ ],
41
+ "std": [
42
+ 58.395,
43
+ 57.12,
44
+ 57.375
45
+ ]
46
+ },
47
+ {
48
+ "type": "Pad",
49
+ "size_divisor": 32
50
+ },
51
+ {
52
+ "type": "DefaultFormatBundle"
53
+ },
54
+ {
55
+ "meta_keys": [
56
+ "flip",
57
+ "ori_filename",
58
+ "valid_ratio",
59
+ "pad_shape",
60
+ "ori_shape",
61
+ "filename",
62
+ "img_norm_cfg",
63
+ "flip_direction",
64
+ "img_shape",
65
+ "img_path",
66
+ "scale_factor"
67
+ ],
68
+ "type": "Collect",
69
+ "keys": [
70
+ "img"
71
+ ]
72
+ }
73
+ ]
74
+ },
75
+ {
76
+ "name": "dbnet",
77
+ "type": "Task",
78
+ "module": "Net",
79
+ "is_batched": true,
80
+ "input": [
81
+ "prep_output"
82
+ ],
83
+ "output": [
84
+ "infer_output"
85
+ ],
86
+ "input_map": {
87
+ "img": "input"
88
+ },
89
+ "output_map": {}
90
+ },
91
+ {
92
+ "type": "Task",
93
+ "module": "mmocr",
94
+ "name": "postprocess",
95
+ "component": "DBHead",
96
+ "params": {},
97
+ "output": [
98
+ "post_output"
99
+ ],
100
+ "input": [
101
+ "prep_output",
102
+ "infer_output"
103
+ ]
104
+ }
105
+ ]
106
+ }
107
+ }
dbnetpp_resnet50_fpnc_1200e_icdar2015/deploy.json ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "task": "TextDetector",
4
+ "models": [
5
+ {
6
+ "name": "dbnet",
7
+ "net": "end2end.onnx",
8
+ "weights": "",
9
+ "backend": "onnxruntime",
10
+ "precision": "FP32",
11
+ "batch_size": 1,
12
+ "dynamic_shape": true
13
+ }
14
+ ],
15
+ "customs": []
16
+ }
dbnetpp_resnet50_fpnc_1200e_icdar2015/detail.json ADDED
@@ -0,0 +1,45 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "version": "1.3.0",
3
+ "codebase": {
4
+ "task": "TextDetection",
5
+ "codebase": "mmocr",
6
+ "version": "1.0.1",
7
+ "pth": "./dbnetpp_resnet50_fpnc_1200e_icdar2015_20221025_185550-013730aa.pth",
8
+ "config": "dbnetpp_resnet50_fpnc_1200e_icdar2015.py"
9
+ },
10
+ "codebase_config": {
11
+ "type": "mmocr",
12
+ "task": "TextDetection"
13
+ },
14
+ "onnx_config": {
15
+ "type": "onnx",
16
+ "export_params": true,
17
+ "keep_initializers_as_inputs": false,
18
+ "opset_version": 11,
19
+ "save_file": "end2end.onnx",
20
+ "input_names": [
21
+ "input"
22
+ ],
23
+ "output_names": [
24
+ "output"
25
+ ],
26
+ "input_shape": null,
27
+ "optimize": true,
28
+ "dynamic_axes": {
29
+ "input": {
30
+ "0": "batch",
31
+ "2": "height",
32
+ "3": "width"
33
+ },
34
+ "output": {
35
+ "0": "batch",
36
+ "2": "height",
37
+ "3": "width"
38
+ }
39
+ }
40
+ },
41
+ "backend_config": {
42
+ "type": "onnxruntime"
43
+ },
44
+ "calib_config": {}
45
+ }
dbnetpp_resnet50_fpnc_1200e_icdar2015/end2end.onnx ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:08d2efc39ed9e0fcaeddc4963b1e5e25f08aaf51722db3793ffbb2b57e5450bc
3
+ size 103422850
dbnetpp_resnet50_fpnc_1200e_icdar2015/output_onnxruntime.jpg ADDED
dbnetpp_resnet50_fpnc_1200e_icdar2015/output_pytorch.jpg ADDED
dbnetpp_resnet50_fpnc_1200e_icdar2015/pipeline.json ADDED
@@ -0,0 +1,107 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "pipeline": {
3
+ "input": [
4
+ "img"
5
+ ],
6
+ "output": [
7
+ "post_output"
8
+ ],
9
+ "tasks": [
10
+ {
11
+ "type": "Task",
12
+ "module": "Transform",
13
+ "name": "Preprocess",
14
+ "input": [
15
+ "img"
16
+ ],
17
+ "output": [
18
+ "prep_output"
19
+ ],
20
+ "transforms": [
21
+ {
22
+ "color_type": "color_ignore_orientation",
23
+ "type": "LoadImageFromFile"
24
+ },
25
+ {
26
+ "keep_ratio": true,
27
+ "type": "Resize",
28
+ "size": [
29
+ 4068,
30
+ 1024
31
+ ]
32
+ },
33
+ {
34
+ "type": "Normalize",
35
+ "to_rgb": true,
36
+ "mean": [
37
+ 123.675,
38
+ 116.28,
39
+ 103.53
40
+ ],
41
+ "std": [
42
+ 58.395,
43
+ 57.12,
44
+ 57.375
45
+ ]
46
+ },
47
+ {
48
+ "type": "Pad",
49
+ "size_divisor": 32
50
+ },
51
+ {
52
+ "type": "DefaultFormatBundle"
53
+ },
54
+ {
55
+ "meta_keys": [
56
+ "ori_filename",
57
+ "flip_direction",
58
+ "img_shape",
59
+ "img_path",
60
+ "pad_shape",
61
+ "valid_ratio",
62
+ "scale_factor",
63
+ "ori_shape",
64
+ "flip",
65
+ "filename",
66
+ "img_norm_cfg"
67
+ ],
68
+ "type": "Collect",
69
+ "keys": [
70
+ "img"
71
+ ]
72
+ }
73
+ ]
74
+ },
75
+ {
76
+ "name": "dbnet",
77
+ "type": "Task",
78
+ "module": "Net",
79
+ "is_batched": true,
80
+ "input": [
81
+ "prep_output"
82
+ ],
83
+ "output": [
84
+ "infer_output"
85
+ ],
86
+ "input_map": {
87
+ "img": "input"
88
+ },
89
+ "output_map": {}
90
+ },
91
+ {
92
+ "type": "Task",
93
+ "module": "mmocr",
94
+ "name": "postprocess",
95
+ "component": "DBHead",
96
+ "params": {},
97
+ "output": [
98
+ "post_output"
99
+ ],
100
+ "input": [
101
+ "prep_output",
102
+ "infer_output"
103
+ ]
104
+ }
105
+ ]
106
+ }
107
+ }