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github.com/CaptchaAgent/hcaptcha-model-factory @v0.1.3

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repository ↗ · DeepWiki ↗ · release v0.1.3 ↗ · + Follow
78 symbols 249 edges 23 files 32 documented · 41%
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README

hcaptcha-model-factory

🏗 hCaptcha image label binary model factory

✨feature✨

  • convenient scaffolding for full-workflow
  • cluster-based auto labeling
  • PyTorch model training, evaluation, and inference
  • onnx model export and inference

If this project is helpful for you, please give me a :star:star!

You can see the full usage at Wiki and model application examples at hcaptcha-challenger. The model benchmarks you can find at benchmarks.

Contacts

You can contact me at bj.yan.pa@qq.com

Core symbols most depended-on inside this repo

runtime_report
called by 6
src/components/utils/toolbox/toolbox.py
_make_datamodel
called by 4
src/factories/kernel.py
diagnose_task
called by 4
src/apis/scaffold.py
save
called by 3
src/factories/kernel.py
_get_dataset
called by 3
src/factories/resnet.py
_save_trained_model
called by 2
src/factories/resnet.py
conv_pth2onnx
called by 2
src/factories/resnet.py
get_emb
called by 2
src/components/auto_label/img2emb.py

Shape

Method 53
Class 16
Function 9

Languages

Python100%

Modules by API surface

src/factories/resnet.py14 symbols
src/factories/kernel.py12 symbols
src/components/auto_label/emb.py8 symbols
src/apis/scaffold.py7 symbols
src/components/nn/resnet_mini.py6 symbols
src/components/auto_label/img2emb.py6 symbols
src/components/utils/toolbox/toolbox.py5 symbols
src/components/dataset/universal.py5 symbols
src/components/dataset/binary.py5 symbols
src/components/losses/focal_loss.py3 symbols
src/components/auto_label/cluster.py3 symbols
src/components/auto_label/base.py3 symbols

For agents

$ claude mcp add hcaptcha-model-factory \
  -- python -m otcore.mcp_server <graph>

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