fregu856

3DOD_thesis

3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

OCNet.pytorch

Please choose the openseg.pytorch project for the updated code that achieve SOTA on 6 benchmarks!

PyTorch-Encoding

A CV toolkit for my papers.

drn

Dilated Residual Networks

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

probabilistic_unet

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

cityscapesScripts

README and scripts for the Cityscapes Dataset

neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

widedeepnetworks

Code for the paper Gaussian process behaviour in wide deep networks

nuscenes-devkit

The devkit of the nuScenes dataset.

KazuaNet

avod

Code for 3D object detection for autonomous driving

torchcv

TorchCV: a PyTorch vision library mimics ChainerCV

Keras-GAN

Keras implementations of Generative Adversarial Networks.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

Deep-Learning-for-Medical-Applications

Deep Learning Papers on Medical Image Analysis

vision

Datasets, Transforms and Models specific to Computer Vision

pytorch-fpn

Feature Pyramid Networks in PyTorch

keras-retinanet

Keras implementation of RetinaNet object detection.

pytorch-retinanet

RetinaNet in PyTorch

pointnet2.pytorch

3D-Machine-Learning

A resource repository for 3D machine learning

3D-Deepbox

3D Bounding Box Estimation Using Deep Learning and Geometry (MultiBin)

Open3D

Open3D: A Modern Library for 3D Data Processing

VoxelNet-tensorflow

A 3D object detection system for autonomous driving.

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space