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monte_carlo_path_tracing

Directory currently being worked on. Monte Carlo Path Tracing implementation using direct light estimation and Multiple Importance Sampling (BRDF's and light sampling).

movietaster-open

使用Item2Vec做电影推荐

mrcnn-object-detection

Object detection via a multi-region & semantic segmentation-aware CNN model

mscnn

natural-language-processing

neural-chatbot

A chatbot based on seq2seq architecture done with tensorflow.

object-detector

Object Detection Framework using HOG as descriptor and Linear SVM as classifier.

objectdetection

Object detection program, using HoG+SVM, OpenCV2.4.10, VS2013

offline-map-matching

Matches a sequence of GPS coordinates to road segments

pretrained

The most complete and frequently updated list of pretrained top-performing models. Tensorflow, Theano and others. Want to add your model? File an issue, and we will add it.

py-faster-rcnn

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

python-segment

python-segment是一个纯python实现的分词库，他的目标是提供一个可用的，完善的分词系统和训练环境，包括一个可用的词典。

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

raytracer

A monte carlo path tracer written in C++

rcnn

R-CNN: Regions with Convolutional Neural Network Features

reinforcement_learning_blog

This code is written for the blogs

resnet-18-caffemodel-on-imagenet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

rolo

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

rrc_detection

Accurate Single Stage Detector Using Recurrent Rolling Convolution

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

salient-object-detection

This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"

satellite-image-object-detection

YOLO/YOLOv2 inspired deep network for object detection on satellite images (Tensorflow, Numpy, Pandas).

scala-2.12.1

shadowsocks

sift

Implementing Scale-invariant feature transform (or SIFT) algorithm to detect features (MATLAB)

soft-nms

Object Detection

spark-2.1.0-bin-hadoop2.7

spatial_transformer_network

Tensorflow Implementation of Spatial Transformer Networks

ssd-tensorflow

Single Shot MultiBox Detector in TensorFlow

ssd_keras

Port of Single Shot MultiBox Detector to Keras