meijianhan

imgaug

Image augmentation for machine learning experiments.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

MTCNN_face_detection_alignment

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

MAE-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

PositionBasedDynamics

PositionBasedDynamics is a library for the physically-based simulation of rigid bodies, deformable solids and fluids.

votenet

Deep Hough Voting for 3D Object Detection in Point Clouds

sphereface

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

s2cnn

Spherical CNNs

pycolmap

Python bindings for COLMAP

pvnet

Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

convolutional-pose-machines-tensorflow

O-CNN

O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis

singleshotpose

This research project implements a real-time object detection and pose estimation method as described in the paper, Tekin et al. "Real-Time Seamless Single Shot 6D Object Pose Prediction", CVPR 2018. (https://arxiv.org/abs/1711.08848).

3D-Deepbox

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

spatial-transformer-GAN

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing :eyeglasses: (CVPR 2018)

ssd-6d

Inference code and trained networks for SSD-6D

Pose-Guided-Person-Image-Generation

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

lie_learn

Computations involving Lie groups and harmonic analysis

pvnet-rendering

render images for pvnet training

ogn

Octree Generating Networks: Efficient Convolutional Architectures for High-resolution 3D Outputs

DeepDeblur

DeepDeblur: Text Image Recovery from Blur to Sharp

seal

Code for Simultaneous Edge Alignment and Learning (SEAL)

DCNets

Implementation for <Decoupled Networks> in CVPR'18.

MHE

Implementation for <Learning towards Minimum Hyperspherical Energy> in NIPS'18.

obj_pose_eval

Tools for evaluation of 6D object pose estimation.

raynet

Code for "RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials", CVPR 2018

tf-quaternion

An implementation of quaternions for and written in tensorflow. Fully differentiable.

RPNet-Weakly-Supervised-Segmentation

Cross-Image Region Mining with Region Prototypical Network for Weakly Supervised Segmentation

FasterRCNNbyKeras

This repo is an implementation of faster r-cnn using Keras and Tensorflow. The Tensorflow part borrows the ref: https://github.com/endernewton/tf-faster-rcnn a lot.

DeepDeblur

DeepDeblur: Text Image Recovery from Blur to Sharp