parthnatekar

pgdl

Winning Solution of the NeurIPS 2020 Competition on Predicting Generalization in Deep Learning

BioExp

Explainability of Brain Tumour Segmentation Models

Neural_Causal_Modelling

Delineating Causality in Neural Networks

UnetPlusPlus

Loopy-Belief-Propagation

An implementation of loopy belief propagation for binary image denoising. Both sequential and parallel updates are implemented.

Algorithms-on-Graphs

Implementations of the Coursera Graph Algorithms Course.

Brain-tumor-segmentation

A deep learning approach for brain tumor MRI segmentation

PartialFourier

A2J

Code for paper "A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image". ICCV2019

Kinetic-Parameter-Estimation

Global + Local search for kinetic parameter estimation

tactile-texture-transfer

Transferring real-world, tangible textures to images

Comms-Unity

Easy to use threaded socket communication in unity

DeepBrainSeg

Fully automatic brain tumour segmentation using Deep 3-D convolutional neural networks

DeepPurpose

A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dsi-capstone

Identifying diabetic retinopathy using convolutional neural networks

ExpectedGoals

Keras-FCN

Keras-tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation（Unfinished）

keras-swa

Simple stochastic weight averaging callback for Keras

LLSpy

Lattice light-sheet post-processing utility.

lucid

A collection of infrastructure and tools for research in neural network interpretability.

MIRL_test

models

Models and examples built with TensorFlow

NCRF

Cancer metastasis detection with neural conditional random field (NCRF)

pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch_fnet

Three dimensional cross-modal image inference

Sampling-Based-Inference

surgical_robotics_challenge

tf-image-segmentation

Image Segmentation framework based on Tensorflow and TF-Slim library

Triplet_MNIST