Bruce Rob Muller's Projects
3D Convolutional neural network for medical image segmentation
CNNGeometric PyTorch implementation
Train Faster and Boost Performance with Class Hierarchies. Build Robust Representations Less Prone to Serious Classification Errors. - PyTorch code for paper: "A Hierarchical Loss for Semantic Segmentation" VISAPP/VISIGRAPP 2020
Monocular depth estimation from a single image
My MSc Thesis investigating the usefulness and viability of 3D printing a Drosophila brain from fruit fly brain scans.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
Semantic Segmentation Architectures Implemented in PyTorch
YOLOv6 with PyTorch Lightning