LongLong-Jing

Cross-Modal-Center-Loss

Cross-Modal Center Loss for 3D Cross-Modal Retrieval (CVPR2021)

PyTorch-UNet

PyTorch Implementation for Segmentation and Saliency Prediction

3DRotNet

Code for Self-supervised Spatiotemporal Feature Learning by Video Geometric Transformations

awesome-unsupervised-learning

awesome unsupervised learning paper list

VideoSSL

Code for VideoSSL: Semi-Supervised Learning for Video Classification.

3DMultiModel

Code for 3D Convolutional Neural Network with Multi-Model Framework for Action Recognition

ASL-100-RGBD

Project Page for ASL-100-RGBD dataset

AB3DMOT

Official Python Implementation for "Advancing 3D Multi-Object Tracking: A Baseline and New Evaluation Metrics", IROS 2020

awesome-semantic-segmentation

awesome-semantic-segmentation

colah.github.io

Det3D

A general 3D object detection codebse.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

lectures

Oxford Deep NLP 2017 course

lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

ltc

Long-term Temporal Convolutions for Action Recognition

NeuralTalkAnimator

Describing Videos with Neural Networks

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pytorch-center-loss

Pytorch implementation of Center Loss

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

second.pytorch

SECOND for KITTI/NuScenes object detection

Segmentation-PyTorch

Collection of segmentation models, e.g. Unet, FCN, PSPnet, LinkNet in PyTorch.

Self-Supervised-Learning-Survey

Awesome Self-Supervised Learning

Semantic-Segmentation-Using-Adversarial-Networks

PyTorch Implementation for Semantic Segmentation Using Adversarial Networks

spconv

Spatial Sparse Convolution in PyTorch

Unsupervised-Verification

video-caffe

Video-friendly caffe -- comes with a recent version of Caffe (Dec 2016), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

WassersteinGAN

Waymo_Kitti_converter

Scripts for converting Waymo Open Dataset to Kitti dataset format,

XMV

PyTorch implementation for Self-supervised Modal and View Invariant Feature Learning

youtube-8m

Starter code for working with the YouTube-8M dataset.