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zchengquan's Projects

caffe icon caffe

Caffe: a fast open framework for deep learning.

coco-text icon coco-text

COCO-Text API http://vision.cornell.edu/se3/coco-text/

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

crowdcv icon crowdcv

Crowdsourced Computer Vision Experiment

dilation icon dilation

Dilated Convolution for Semantic Image Segmentation

faster-rcnn.torch icon faster-rcnn.torch

Experimental Torch7 implementation of RCNN for Object Detection with a Region Proposal Network

fastext icon fastext

Efficient Unconstrained Scene Text Detector

fastmask icon fastmask

FastMask: Segment Multi-scale Object Candidates in One Shot

gop icon gop

geodesic object proposal

grid-lstm icon grid-lstm

Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf

hed icon hed

code for Holistically-Nested Edge Detection

histogramloss icon histogramloss

This repository contains code for paper "Learning Deep Embeddings with Histogram Loss" (NIPS2016)

images-web-crawler icon images-web-crawler

This package is a complete tool for creating a large dataset of images (specially designed -but not only- for machine learning enthusiasts). It can crawl the web, download images, rename / resize / covert the images and merge folders..

mnc icon mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

ohem icon ohem

OHEM support for Fast R-CNN

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