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autodl-projects

Automated deep learning algorithms implemented in PyTorch or Tensorflow.

benchmark_results

visual tracker benchmark results

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

build-tools

necessary build tools for the archiconda distribution

caffe

Caffe: a fast open framework for deep learning.

capsule-net-pytorch

[NO MAINTENANCE INTENDED] A PyTorch implementation of CapsNet architecture in the NIPS 2017 paper "Dynamic Routing Between Capsules".

capsulenet-pytorch

Implemention of CapsNet from the paper Dynamic Routing Between Capsules

cf2

Hierarchical Convolutional Features for Visual Tracking (ICCV 2015)

dacapt

The new tracker based on Capsule network

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版

learnopencv

Learn OpenCV : C++ and Python Examples

maskrcnn-benchmark

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

matrix-capsules-em-tensorflow

A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing

mdnet

Learning Multi-Domain Convolutional Neural Networks for Visual Tracking

py-mdnet

MDNet PyTorch implementation

siamese-lstm

Siamese Recurrent Neural network with LSTM for evaluating semantic similarity between sentences.

stct

Project Page

tracker_benchmark

vot-toolkit

Visual Object Tracking (VOT) challenge evaluation toolkit

yet-another-efficientdet-pytorch

The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.