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  Updated News

  • [24/August/2022] ‼️ We present a new task, video polyp segmentation (VPS), which has been accepted by Machine Intelligence Research (MIR). We release the first large-scale VPS dataset, termed SUN-SEG, containing 158,690 frames with densely-annotated labels. These labels can further support the development of medical colonoscopy diagnosis, localization, and their derivative tasks. For more details, please refer to our project page / technical report.

  • [06/August/2022] ❗ Our paper about camouflaged object detection (COD) has been accepted by Machine Intelligence Research (MIR) journal. This is a simple but efficient baseline, DGNet, with a novel object gradient supervision for the COD task. Additionally, we construct a comprehensive COD benchmark with 20 competed approaches. Read our technical report for more details. We also implement our model via Jittor & PyTorch toolboxes.

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git illustrator linux matlab opencv pandas photoshop python pytorch scikit_learn seaborn tensorflow xd

Daniel Ji's Projects

codtoolbox icon codtoolbox

EvaluationToolBox for Camouflaged Object Detection Task

dgnet icon dgnet

Deep Gradient Network for Camouflaged Object Detection (MIR 2023). Our codebase supports PyTorch & Jittor & Huawei-Ascend platforms..

errnet icon errnet

Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network (PR@2022)

fsnet icon fsnet

Full-Duplex Strategy for Video Object Segmentation, ICCV, 2021.

gewelsji.github.io icon gewelsji.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

hybrid-eloss icon hybrid-eloss

This repo contains the eval code for Hybrid-E-loss, which is written by PyTorch code.

inf-net icon inf-net

code for "Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans" submit to TMI2020.

mvlt icon mvlt

Masked Vision-Language Transformer in Fashion

pns-net icon pns-net

2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation

pranet icon pranet

code for "PraNet: Parallel Reverse Attention Network for Polyp Segmentation" published in MICCAI 2020

sinet-v2 icon sinet-v2

Concealed Object Detection (SINet-V2, IEEE TPAMI 2022). Code is implemented by PyTorch/Jittor frameworks.

soctoolbox icon soctoolbox

Efficient Toolbox to quickly evaluate SOC/SOD/COD benchmark.

uvadlc_notebooks icon uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022

vps icon vps

Official website for "Video Polyp Segmentation: A Deep Learning Perspective (MIR 2022)"

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