Science module code for Coyote - using Keras and OpenCV
Steps:
- Fungi: U-net segmentation
- Use this keras tutorial: https://keras.io/examples/vision/oxford_pets_image_segmentation/
- train with this dataset: https://ieee-dataport.org/documents/central-texas-soil-fungi-segmentation-2025
- U-net paper: https://arxiv.org/abs/1505.04597
- U-Net++: https://arxiv.org/abs/1807.10165
- Bacteria: Opencv color threshold -> contour size threshold -> multiple hypothesis tracking
- opencv color threshold
- opencv size threshold
- multiple hypothesis tracking (deduplicating)