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

Python bindings for COLMAP

DeepDeblur: Text Image Recovery from Blur to Sharp

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

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

Spherical CNNs

Deep Hough Voting for 3D Object Detection in Point Clouds

Computations involving Lie groups and harmonic analysis

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

Image augmentation for machine learning experiments.

render images for pvnet training

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

Inference code and trained networks for SSD-6D

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 201…

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

Tools for evaluation of 6D object pose estimation.

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

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

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.

Code for Simultaneous Edge Alignment and Learning (SEAL)

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

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

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

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

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

DeepDeblur: Text Image Recovery from Blur to Sharp

Implementation for <Decoupled Networks> in CVPR'18.

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

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