This is a tensorflow 2.2 version Unet, for the purpose of using Unet with a new version of tensorflow.
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Updated
Feb 26, 2021 - Python
This is a tensorflow 2.2 version Unet, for the purpose of using Unet with a new version of tensorflow.
Development of a depth estimation model based on a UNET architecture - connection of Bi-directional Feature Pyramid Network (BIFPN) and EfficientNet.
The project involves using a dataset of 100 high-resolution retinal fundus images for blood vessel segmentation to aid in early detection of retinal pathologies | Implemented U-Net architecture from scratch, known for its efficiency in semantic segmentation with limited data | The final model achieved 86% IoU score | PyTorch Lightning
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