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| Pitfall | How to Avoid It | |---------|-----------------| | | Periodically pull the latest models from the models/ folder in the master repo ( git pull ). | | Mismatched Python Versions | ATK runs on Python 3.11 . Use the provided install.sh to create an isolated venv. | | Large Image Files Slowing Down Diagnostics | Pre‑process images to ≤ 2 MP using the supplied preprocess.py script before feeding them to the AI. | | Ignoring Data Privacy | Store client images on encrypted local storage or a HIPAA‑compliant cloud bucket; never upload raw images to public servers. | | Skipping Calibration | Run calibrate_device.py after any hardware change (camera, lighting) to maintain accuracy. | atk hairy mariam all 51 sets 54 link

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