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2ndhand_house

北京二手房数据分析

action_recognition_zoo

Codes for popular action recognition models, verified on the something-something data set.

amazonaccess

Amazon Employee Access Challenge

angiodysplasia-segmentation

Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-action-recognition

A curated list of action recognition and related area resources

beamanalysis

bgslibrary

A background subtraction library

cardiac-segmentation

Right Ventricle Cardiac MRI Segmentation

cluster_dp

Clustering by fast search and find of density peaks

convcrf

This repository contains the reference implementation for our proposed Convolutional CRFs.

crackinspection_c

Crack inspection method based on Hessian matrix

crackinspection_matlab

Crack inspection method based on Hessian matrix

cs224d

Code for Stanford CS224D: deep learning for natural language understanding

cs231n.github.io

Public facing notes page

darknet

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

deep-learning

Assignmends done for Udacity's Deep Learning MOOC with Vincent Vanhoucke

deep-learning-traffic-lights

Code and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge

deep_learning_object_detection

A paper list of object detection using deep learning.

detectors

DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution

distortionsimulate

dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

fastmaskrcnn

Mask RCNN in TensorFlow

fcos

FCOS: Fully Convolutional One-Stage Object Detection

go

The Open Source Data Science Masters

hmm-vs-memm

Hidden Markov model vs. Maximum-entropy Markov model

humpback-whale-identification-1st-

https://www.kaggle.com/c/humpback-whale-identification

image_seg_crf

Image segmentation using conditional random fields

imagefusion

image fusion algorithms based on wavelet, PCA etc.