utkuozbulak / pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

grad-cam pytorch segmentation gradient cam saliency deep-dream guided-backpropagation guided-grad-cam gradient-visualization cnn-visualization smooth-grad

Updated Aug 31, 2020
Python

microsoft / tensorwatch

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Open

How to use Watcher / WatcherClient over tcp/ip network? (ex. cloud - local)

2

orihime-kitajima commented Jul 3, 2019

How to use Watcher / WatcherClient over tcp/ip network?

Watcher seems to ZMQ server, and WatcherClient is ZMQ Client, but there is no API/Interface to config server IP address.
Do I need to implement a class that inherits from WatcherClient?

backseason / PoolNet

Star

Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"

edge-detection saliency salient-object-detection

Updated Jul 7, 2020
Python

wenguanwang / SODsurvey

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Salient Object Detection in the Deep Learning Era: An In-Depth Survey

rar survey sod saliency salient-object-detection visual-attention saliency-prediction saliency-maps

Updated Jul 19, 2020

marcellacornia / sam

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Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model. IEEE Transactions on Image Processing (2018)

saliency-map saliency saliency-model saliency-prediction human-eye-fixations saliency-attentive-model

Updated Apr 29, 2019
Python

yulongwang12 / visual-attribution

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Pytorch Implementation of recent visual attribution methods for model interpretability

pytorch explanation excitation interpretability saliency interpretable-deep-learning xai visual-explanations model-interpretability excitation-backpropagation patternnet

Updated Feb 27, 2020
Jupyter Notebook

KuangJuiHsu / DeepCO3

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[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

deep-learning matlab convolutional-neural-networks unsupervised-learning matconvnet weakly-supervised-learning saliency instance-segmentation co-saliency co-segmentation cvpr-2019 cvpr2019 cvpr19

Updated Apr 30, 2019
MATLAB

lartpang / MINet

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CVPR2020, Multi-scale Interactive Network for Salient Object Detection

experimental paper saliency-map saliency salient-object-detection saliency-detection saliency-model saliency-maps cvpr2020 multi-scale-features pretrained-parameters paper-details

Updated Aug 21, 2020
Python

wenguanwang / DHF1K

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Revisiting Video Saliency: A Large-scale Benchmark and a New Model (CVPR18, PAMI19)

attention-mechanism cvpr saliency salient-object-detection fixation visual-attention cvpr2018 cvpr18 saliency-prediction

Updated Aug 18, 2020
MATLAB

wenguanwang / ViSalientObject

Star

Video Salient Object Detection via Fully Convolutional Networks (TIP18)

saliency saliency-detection saliency-prediction

Updated Jul 13, 2019
Python

marcellacornia / mlnet

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A Deep Multi-Level Network for Saliency Prediction. ICPR 2016

saliency-map saliency ml-net saliency-model saliency-prediction human-eye-fixations

Updated Jun 16, 2020
Python

haofanwang / Score-CAM

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[CVPR 2020 Workshop] Official implementation of Score-CAM in Pytorch

heatmap pytorch cam saliency class-activation-maps cnn-visualization-technique gradient-free cnn-visualization visual-explanations explainability score-cam scorecam

Updated Aug 18, 2020
Python

pfnet-research / bayesgrad

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BayesGrad: Explaining Predictions of Graph Convolutional Networks

python deep-learning neural-network chainer chemistry graph-convolutional-networks interpretability saliency

Updated May 28, 2019
Jupyter Notebook

eclique / RISE

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Detect model's attention

classification saliency-map saliency explainable-ai xai

Updated Jul 2, 2020
Jupyter Notebook

keisen / tf-keras-vis

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Neural network visualization toolkit for tf.keras

visualization deep-learning tensorflow keras grad-cam keras-visualization saliency nueral-network gradcam-plus-plus keras-vis saliency-maps activation-maximization score-cam

Updated Aug 18, 2020
Python

wenguanwang / ASNet

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Salient Object Detection Driven by Fixation Prediction (CVPR2018)

fixation-map saliency salient-object-detection fixation visual-attention cvpr2018 saliency-prediction

Updated Jun 29, 2019

arslan-chaudhry / dcsp_segmentation

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segmentation attention-mechanism deeplab-tensorflow weakly-supervised-learning saliency

Updated Sep 17, 2017
Python

coallaoh / GuidedLabelling

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Exploiting Saliency for Object Segmentation from Image Level Labels, CVPR'17

pascal research paper segmentation cvpr pascal-voc saliency

Updated Sep 15, 2018
Python

jiwei0921 / Saliency-Evaluation-Toolbox

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This Toolbox contains E-measure, S-measure, weighted F & F-measure, MAE and PR curves or bar metrics for salient object detection.

toolbox saliency salient-object-detection saliency-detection

Updated Mar 2, 2020
MATLAB

zengxianyu / lps

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code for the paper ``learning to promote saliency detectors"

pytorch saliency

Updated Feb 22, 2019
Python

DengPingFan / S-measure

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Structure-measure: A New Way to Evaluate Foreground Maps, ICCV 2017 (Spotlight)

evaluation metric saliency

Updated Jun 3, 2018
MATLAB

taozh2017 / RGBD-SODsurvey

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RGB-D Salient Object Detection: A Survey

benchmark survey sod saliency salient-object-detection rgb-d light-field light-field-sod

Updated Aug 29, 2020
MATLAB

jinglou / p2016-rss-small-target

Star

Jing Lou, Wei Zhu, Huan Wang, Mingwu Ren*, “Small Target Detection Combining Regional Stability and Saliency in a Color Image,” Multimedia Tools and Applications, vol. 76, no. 13, pp. 14781-14798, 2017.

stability saliency small-target-detection