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DHW's Projects

advsemiseg icon advsemiseg

Adversarial Learning for Semi-supervised Semantic Segmentation, BMVC 2018

binary-segmentation-evaluation-tool icon binary-segmentation-evaluation-tool

This repo is developed for evaluating binary image segmentation results. Measures, such as MAE, Precision, Recall, F-measure, PR curves and F-measure curves are included.

caffe icon caffe

Caffe: a fast open framework for deep learning.

caffe-segnet-cudnn5 icon caffe-segnet-cudnn5

This repository was a fork of BVLC/caffe and includes the upsample, bn, dense_image_data and softmax_with_loss (with class weighting) layers of caffe-segnet (https://github.com/alexgkendall/caffe-segnet) to run SegNet with cuDNN version 5.

cagnet icon cagnet

CAGNet: Content-Aware Guidance for Salient Object Detection

cfnet icon cfnet

(CVPR'17) Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to achieve state-of-the-art performance in tracking, at high-speed.

deeplab_v2 icon deeplab_v2

基于v2版本的deeplab,使用VGG16模型,在VOC2012,Pascal-context,NYU-v2等多个数据集上进行训练

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为18个章节,近30万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06

drv_package icon drv_package

Deep Robot Vision system for NEU household service robot

dsrg icon dsrg

Weakly-Supervised Semantic Segmentation Network with Deep Seeded Region Growing (CVPR2018)

enet icon enet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

fcn.berkeleyvision.org icon fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

fcn.tensorflow icon fcn.tensorflow

Tensorflow implementation of Fully Convolutional Networks for Semantic Segmentation (http://fcn.berkeleyvision.org)

fcn_train icon fcn_train

The code includes all the file that you need in the training stage for FCN

fewshotdetection icon fewshotdetection

(ECCV 2020) PyTorch implementation of paper "Few-Shot Object Detection and Viewpoint Estimation for Objects in the Wild"

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