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awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bayes-nn

Lecture notes on Bayesian deep learning

centernet

Object detection, 3D detection, and pose estimation using center point detection:

deeplearningzerotoall

TensorFlow Basic Tutorial Labs

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

feature-selective-anchor-free-module-for-single-shot-object-detection

A PyTorch Implementation of Feature Selective Anchor-Free Module for Single-Shot Object Detection (CVPR'19)

ibrnet

image_dehaze

Single Image Haze Removal Using Dark Channel Prior

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kitti_eval

kitti_native_evaluation

Evaluation of 3D object detection performance on the KITTI dataset.

lego-loam

LeGO-LOAM: Lightweight and Ground-Optimized Lidar Odometry and Mapping on Variable Terrain

linear-algebra-python

python code for studying linear algebra

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

minimal

A Theme for GitHub Pages

mmdetection

Open MMLab Detection Toolbox and Benchmark

monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

pdb-tutorial

Korean version of pdb tutorial (https://github.com/spiside/pdb-tutorial)

py-faster-rcnn

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

python

All Algorithms implemented in Python

python_tutorial

python tutorial

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-deform-conv

PyTorch implementation of Deformable Convolution

pytorch-encoding

A PyTorch Extension Toolbox

pytorch-examples

Simple examples to introduce PyTorch

pytorch-faster-rcnn

0.4 updated. Support cpu test and demo.

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

rfbnet