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3dcnn.torch

Volumetric CNN for feature extraction and object classification on 3D data.

awesome-point-cloud-analysis

A list of papers and datasets about point cloud analysis (processing)

cs229t

Statistical Learning Theory (CS229T) Lecture Notes

cvpr2019

cvpr2019／cvpr2018/cvpr2019 papers，极市团队整理

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

fast-rcnn

Fast R-CNN

faster_rcnn

Faster R-CNN

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

game-engines-filetypes-reverse-engineering

A work-in-progress repository containing templating and reading scripts and file examples of different filetypes used within Gameloft games.

gpu_memory_profiling

Profile the GPU memory usage of every line in a Pytorch code

jsis3d

Joint Semantic-Instance Segmentation of 3D Point Clouds (CVPR 2019)

learnopencv

Learn OpenCV : C++ and Python Examples

lenet

Implement the LeNet using tensorflow to recognize handwritten number. Training with MNIST.

machine-learning-uiuc

🖥️ CS446: Machine Learning in Spring 2018, University of Illinois at Urbana-Champaign

nsfw_data_scrapper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

pointgroup

PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

pointnet-pytorch

A re-implementation of the PointNet network in PyTorch

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

py-faster-rcnn

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

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

rcnn

R-CNN: Regions with Convolutional Neural Network Features

rpnet

rsis

Recurrent Neural Networks for Semantic Instance Segmentation

rsnet

This is the official implementation of RSNet.

sawyer_simulator

Gazebo Simulation interface for the Sawyer Robot

sgpn

SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018

spatial-transformer-network

A Tensorflow Implementation of Spatial Transformer Networks