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algorithms

This repository is for learning and understanding how algorithms work.

avod

Code for 3D object detection for autonomous driving

awesome-deep-learning-papers

The most cited deep learning papers

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

bagdataconverter

Bag Data Converter from Image Topic to RGB Image, from PointClound2 to PCD

coursera-learning

The Repository records my learning of Coursera.

deep-learning-papers-reading-roadmap

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

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

frustum-pointnets

Frustum PointNets for 3D Object Detection from RGB-D Data

gpu_computing_in_robotics

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.

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lcm

Lightweight Communications and Marshalling

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

models

Models built with TensorFlow

mscnn

Caffe implementation of our multi-scale object detection framework

mx-rcnn

Parallel Faster R-CNN implementation with MXNet.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

prmlt

Matlab code for machine learning algorithms in book PRML

pykitti

Python tools for working with KITTI data.

python-pcl

Python bindings to the pointcloud library (pcl)

rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

soft-nms

Object Detection

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow-fcn

An Implementation of Fully Convolutional Networks in Tensorflow.

tensorflow-vgg

VGG19 and VGG16 on Tensorflow

yolo-tensorflow

基于tensorflow开发的YOLO和YOLO9000，提供训练以及测试功能，以VOC2012数据集作为训练/测试集（5000/5000），进行性能检测，同时对比识别性能以及效率

yolo-tf

TensorFlow implementation of the YOLO (You Only Look Once)

yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2