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awesome-deep-learning-papers

The most cited deep learning papers

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

benchmark_results

Visual Tracking Paper List

codinginterview2

codinginterviewchinese2

《剑指Offer》第二版源代码

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep_learning_object_detection

A paper list of object detection using deep learning.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

huawei_codecraft_2020

hw2020

2020华为软件精英挑战赛 CodeCraft2020

hyperface

Deep Neural Network (DNN) which predicts face/non-face, landmarks, pose and gender simultaneously with Chainer.

hyperface-tensorflow-implementation

HyperFace

kf-ball-tracking

Tracking a falling ball using Kalman filter in python

medicaldetectiontoolkit

The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

ml-andrew-ng

Coursera Machine Learning (Andrew Ng) --- python code

mv_tracker

python motion tracker using dbscan and meanshift with opencv and sklearn

person-detection-and-tracking

A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

point-gnn.pytorch

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pyeco

python implementation of efficient convolution operators for tracking

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

python-100-days

出处：https://github.com/jackfrued/Python-100-Days.git

pythoncode

Do something with python.

realtime-action-detection

This repository host the code for real-time action detection paper

siammask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

sniper

SNIPER is an efficient multi-scale object detection algorithm

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector