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github.com/HongwenZhang/PyMAF @main

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339 symbols 1,019 edges 46 files 104 documented · 31% ● updated 1y ago★ 65515 open issues

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⨍ Functions 303◇ Types & classes 36

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Core symbols most depended-on inside this repo

↓ 7 filesSMPL

Extension of the official SMPL implementation to support more joints

models/smpl.py

↓ 4 filesBaseDataset

Base Dataset Class - Handles data loading and augmentation. Able to handle heterogeneous datasets (different annotations …

datasets/base_dataset.py

↓ 4 filespymaf_net

Constructs an PyMAF model with ResNet50 backbone. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet

models/pymaf_net.py

↓ 4 fileshmr

Constructs an HMR model with ResNet50 backbone. Args: pretrained (bool): If True, returns a model pre-trained on ImageNet

models/hmr.py

↓ 4 filesTrainOptions

core/train_options.py

↓ 3 filescrop

Crop image according to the supplied bounding box.

utils/imutils.py

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Function 152

Method 151

Class 36

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Modules by API surface

models/smpl.py39 symbols

datasets/data_utils/kp_utils.py29 symbols

datasets/data_utils/img_utils.py20 symbols

utils/renderer.py17 symbols

utils/geometry.py15 symbols

models/pose_resnet.py15 symbols

datasets/coco_keypoint_dataset.py15 symbols

models/hmr.py14 symbols

core/trainer.py13 symbols

core/base_trainer.py13 symbols

utils/vis.py12 symbols

utils/imutils.py11 symbols

For agents

$ claude mcp add PyMAF \
  -- python -m otcore.mcp_server <graph>

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github.com/HongwenZhang/PyMAF @main

Core symbols most depended-on inside this repo

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For agents

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