histomics_detect
histomics_detect is a Python package for the building and evaluating cell detection models. It provides data loading, data augmentation, performance metrics, model building, visualization, and other utility functions based on Keras and TensorFlow2.
To get started, clone to your local system and install in developer mode:
$pip install -e ./histomics_detect
To run in Docker, mount the folder containing the cloned repository and then pip install inside the running container.
See /histomics_detect/example/ for a Jupyter notebook demonstrating how to build a FasterRCNN model using histomics_detect.
1 maintainer
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Release files for histomics-detect 0.0.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| histomics_detect-0.0.1.tar.gz | 48.5 kB | Without provenance | Details for histomics_detect-0.0.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| histomics_detect-0.0.1-py3-none-any.whl | Python 3 | none | any | Details for histomics_detect-0.0.1-py3-none-any.whl |
Total release size: 116.9 kB
Release files / histomics_detect-0.0.1.tar.gz
| Download URL | histomics_detect-0.0.1.tar.gz |
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| Size | 48.5 kB |
| Tags | Source |
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Release files / histomics_detect-0.0.1-py3-none-any.whl
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| Size | 68.4 kB |
| Tags | Python 3 |
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