jstuckner/microscopy-resnext101-micronet

Pretrained Microscopy Encoder - resnext101 (micronet)

This is a resnext101 encoder pretrained on micronet microscopy datasets, prepared for use with segmentation_models.pytorch.

Models originally pretrained for pretrained-microscopy-models

Model Details

• Architecture: resnext101
• Pretrained on: micronet
• Input shape: RGB images
• Framework: PyTorch
• Use case: Feature extraction, segmentation backbone

Files

• encoder_weights.pth - PyTorch state_dict() of the encoder
• README.md - This model card
• encoder.py - Sample code to use the encoder within UNet.

License

mit