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3dmultimodel

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

3drotnet

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

ab3dmot

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

action-recognition-visual-attention

Action recognition using soft attention based deep recurrent neural networks

asl-100-rgbd

Project Page for ASL-100-RGBD dataset

awesome-deep-learning-papers

awesome-semantic-segmentation

awesome-semantic-segmentation

awesome-unsupervised-learning

awesome unsupervised learning paper list

colah.github.io

cross-modal-center-loss

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

deepdraw

Notebook example of how to generate class visualizations with Caffe

det3d

A general 3D object detection codebse.

dynamic-image-nets

Dynamic Image Networks for Action Recognition

faster-rcnn_tf

Faster-RCNN in Tensorflow

ganhacks

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

google-images-download

Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

lectures

Oxford Deep NLP 2017 course

lidar-bonnetal

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

lisa-caffe-public

Lisa Anne's public caffe code.

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

pytorch-unet

PyTorch Implementation for Segmentation and Saliency Prediction

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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