✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

[CAAI AIR'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation

The summary of code and paper for salient object detection with deep learning.

This is a background removing tool powered by InSPyReNet (ACCV 2022)

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

Camouflaged Object Detection, CVPR 2020 (Oral)

Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)

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

RGB-D Salient Object Detection: A Survey

CVPR2020, Multi-scale Interactive Network for Salient Object Detection

Codes for the AAAI 2020 paper "F3Net: Fusion, Feedback and Focus for Salient Object Detection"

TRACER: Extreme Attention Guided Salient Object Tracing Network (AAAI 2022) implementation in PyTorch

PyTorch implementation of the CVPR 2019 paper “Pyramid Feature Attention Network for Saliency Detection”

⭐ PyTorch implement of Deeply Supervised Salient Object Detection with Short Connection

Pyramid Grafting Network for One-Stage High Resolution Saliency Detection. CVPR 2022

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

evaluation toolbox for salient object detection

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis

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

SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation