qianlinjun

RoadDetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

deep_learning_object_detection

A paper list of object detection using deep learning.

netscope

Neural network visualizer

yolo2-pytorch

YOLOv2 in PyTorch

V-GAN-tensorflow

A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"

Yolo_mark

GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2

tensorflow_object_detection_create_coco_tfrecord

Convert coco dataset to tfrecord for the tensorflow detection API.

SIN

CVPR 2018: Structure Inference Net for Object Detection

robot_pose_ekf

The robot_pose_ekf ROS package applies sensor fusion on the robot IMU and odometry values to estimate its 3D pose.

YOLOv2-Tensorflow

YOLOv2检测过程的Tensorflow实现

KCF

High-Speed Tracking with Kernelized Correlation Filters

airsim_ros

cfnet

[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

donkey

self driving car

docker-spark

Apache Spark docker image

PeleeNet

A tensorflow implement for PeleeNet:A Real-Time Object Detection System on Mobile Devices

fcl

Flexible Collision Library

AirSim

Open source simulator based on Unreal Engine for autonomous vehicles from Microsoft AI & Research

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leaflet+D3

airsim_bridge

Bridge for getting RGB images in ROS from the airsim simulation framework

dejavu

Audio fingerprinting and recognition in Python

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

wechat_jump_game

python 微信《跳一跳》辅助

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

awesome-rl

Reinforcement learning resources curated

MachineLearning_Python

机器学习算法python实现

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

DeepCar

Fine-grained detection on Vehicle Model/Make

MobileNet

MobileNet build with Tensorflow