SODsurvey
Saliency maps
Comprehensive resource providing saliency maps and evaluation tools for various deep learning-based salient object detection methods.
Salient Object Detection in the Deep Learning Era: An In-Depth Survey
383 stars
10 watching
69 forks
last commit: almost 4 years ago saliencysaliency-mapssaliency-predictionsalient-object-detectionsodsurveyvisual-attention
Related projects:
Repository | Description | Stars |
---|---|---|
jiwei0921/rgbd-sod-datasets | A collection of pre-processed RGB-D saliency detection datasets | 63 |
information-fusion-lab-umass/salient-pedestrian-detection | An approach to improving pedestrian detection from thermal images using saliency maps and deep learning techniques. | 38 |
zhangludl/code-and-dataset-for-capsal | Provides code and datasets for a saliency object detection method that leverages captioning to improve accuracy | 50 |
yi94code/hrsod | This software implementation contains pre-computed saliency maps and source code for a high-resolution salient object detection algorithm. | 69 |
jiwei0921/dmra | A Python implementation of a depth-induced multi-scale recurrent attention network for RGB-D saliency detection | 105 |
angknpng/sacnet | A framework for detecting salient objects in RGB-T images using an alignment-free approach and a unified benchmark. | 9 |
zzhanghub/eval-co-sod | An evaluation tool for co-saliency detection tasks | 96 |
imatge-upc/saliency-2016-cvpr | This project proposes a solution to predict salient areas in images using convolutional neural networks. | 185 |
jingzhang617/cascaded_rgbd_sod | An implementation of RGB-D saliency detection using a cascaded mutual information minimization approach | 58 |
eclique/rise | An algorithm to generate saliency maps from black-box models by querying multiple masked versions of input | 155 |
marcoscoffier/torch-saliency | A library for finding interest points in images using integral histograms and entropy-based saliency | 7 |
nnizhang/smac | A Python implementation of a salient object detection algorithm utilizing RGB-D data | 45 |
aisegmentcn/matting_human_datasets | A large dataset of human matting images and corresponding results for training person segmentation models. | 610 |
lartpang/pysodmetrics | A library providing an implementation of various metrics for object segmentation and saliency detection in computer vision. | 144 |
szq0214/dsod | A deep learning-based object detection system from scratch | 706 |