| { | |
| "pipeline": { | |
| "input": [ | |
| "img" | |
| ], | |
| "output": [ | |
| "post_output" | |
| ], | |
| "tasks": [ | |
| { | |
| "type": "Task", | |
| "module": "Transform", | |
| "name": "Preprocess", | |
| "input": [ | |
| "img" | |
| ], | |
| "output": [ | |
| "prep_output" | |
| ], | |
| "transforms": [ | |
| { | |
| "type": "LoadImageFromFile" | |
| }, | |
| { | |
| "type": "TopDownGetBboxCenterScale", | |
| "padding": 1.25, | |
| "image_size": [ | |
| 192, | |
| 256 | |
| ] | |
| }, | |
| { | |
| "type": "TopDownAffine", | |
| "image_size": [ | |
| 192, | |
| 256 | |
| ] | |
| }, | |
| { | |
| "type": "Normalize", | |
| "mean": [ | |
| 123.675, | |
| 116.28, | |
| 103.53 | |
| ], | |
| "std": [ | |
| 58.395, | |
| 57.12, | |
| 57.375 | |
| ], | |
| "to_rgb": true | |
| }, | |
| { | |
| "type": "ImageToTensor", | |
| "keys": [ | |
| "img" | |
| ] | |
| }, | |
| { | |
| "type": "Collect", | |
| "keys": [ | |
| "img" | |
| ], | |
| "meta_keys": [ | |
| "img_shape", | |
| "pad_shape", | |
| "ori_shape", | |
| "img_norm_cfg", | |
| "scale_factor", | |
| "bbox_score", | |
| "center", | |
| "scale" | |
| ] | |
| } | |
| ] | |
| }, | |
| { | |
| "name": "topdownposeestimator", | |
| "type": "Task", | |
| "module": "Net", | |
| "is_batched": true, | |
| "input": [ | |
| "prep_output" | |
| ], | |
| "output": [ | |
| "infer_output" | |
| ], | |
| "input_map": { | |
| "img": "input" | |
| }, | |
| "output_map": {} | |
| }, | |
| { | |
| "type": "Task", | |
| "module": "mmpose", | |
| "name": "postprocess", | |
| "component": "SimCCLabelDecode", | |
| "params": { | |
| "flip_test": false, | |
| "type": "SimCCLabel", | |
| "input_size": [ | |
| 192, | |
| 256 | |
| ], | |
| "sigma": [ | |
| 4.9, | |
| 5.66 | |
| ], | |
| "simcc_split_ratio": 2.0, | |
| "normalize": false, | |
| "use_dark": false, | |
| "export_postprocess": false | |
| }, | |
| "output": [ | |
| "post_output" | |
| ], | |
| "input": [ | |
| "prep_output", | |
| "infer_output" | |
| ] | |
| } | |
| ] | |
| } | |
| } |