cgm-ml
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Welthungerhilfe
Child Growth Monitor Machine Learning
# Description Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change....
Bumps [numpy](https://github.com/numpy/numpy) from 1.21.0 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...
![dependabot[bot] avatar](https://avatars.githubusercontent.com/in/29110?v=4 "dependabot[bot] avatar"){kind=avatar}
Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.8.0 to 2.8.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.8.1 Release 2.8.1 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...
# Description Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context. List any dependencies that are required for this change....
https://github.com/Welthungerhilfe/cgm-ml/blob/main/cgmml/common/grad_cam/african_elephant.jpg has a very big file size. Let's compress this more
# Motivation As a data scientist, I want to know why a model makes a certain prediction. A heatmap can help me understand where the model is looking at in...
The warning says: "Ubuntu-latest workflows will use Ubuntu-20.04 soon. For more details, see https://github.com/actions/virtual-environments/issues/1816" Example where this appears: https://github.com/Welthungerhilfe/cgm-ml/actions/runs/430334253
Poetry uses `pyproject.toml` to replace `setup.py`, `requirements.txt`, `setup.cfg`, `MANIFEST.in`. It is used by lots of open-source projects
Example how to integrate into code and CI: https://github.com/Welthungerhilfe/cgm-ml/pull/500 Remaining work: go through the type violations resolving issues highlighted by mypy.
During training, we upscale the depthmaps from size (180, 135) to (240, 180). Depthmaps contain pixels which have a values `0.` (zero), where they are invalid. This is an important...