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3d-machine-learning

A resource repository for 3D machine learning

3d-resnets-pytorch

3D ResNets for Action Recognition (CVPR 2018)

attsets

AttSets in Tensorflow (preprint arXiv:1808.00758)

awesome-crowd-counting

Awesome Crowd Counting

awesome_3dreconstruction_list

A curated list of papers & ressources linked to 3D reconstruction from images.

convnext

Code release for ConvNeXt model

deep3dfacerecon_pytorch

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019). A PyTorch implementation.

dilation

Dilated Convolution for Semantic Image Segmentation

eg3d

icml2017hierchvid

Tensorflow implementation of the ICML 2017 paper: Learning to Generate Long-term Future via Hierarchical Prediction

imaginaire

NVIDIA's Deep Imagination Team's PyTorch Library

lip_ssl

Code repository for Self-supervised Structure-sensitive Learning, CVPR'17

lsm

Code for Learnt Stereo Machines based on the NIPS 2017 paper

mesh_reconstruction

Code of single-image 3D reconstruction "Neural 3D Mesh Renderer" by H. Kato, Y. Ushiku, and T. Harada.

models

Models and examples built with TensorFlow

neural_renderer

"Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pose-guided-person-image-generation

Tensorflow implementation of NIPS 2017 paper "Pose Guided Person Image Generation"

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

rnn_pytorch

Using the Pytorch to build an image temporal prediction model of the encoder-forecaster structure, ConvGRU kernel & ConvLSTM kernel

semantic-segmentation-pytorch

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

smplpytorch

SMPL body model layer for PyTorch

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

temporal-segment-networks

Code & Models for Temporal Segment Networks (TSN) in ECCV 2016

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tsn-pytorch

Temporal Segment Networks (TSN) in PyTorch

video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet

video-nonlocal-net

Non-local Neural Networks for Video Classification

videopredictioniclr2016