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zhouhuan-hust's Projects

anomaly-seg icon anomaly-seg

The Combined Anomalous Object Segmentation (CAOS) Benchmark

densehybrid icon densehybrid

Official implementation of paper "DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition"

dicnet icon dicnet

This repository provides the PyTorch implementation of the paper: Anomaly Discovery in Semantic Segmentation via Distillation Comparison Networks

entity icon entity

EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

iccv21_scood icon iccv21_scood

The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.

lfd_roadseg icon lfd_roadseg

[IEEE TITS] Exploiting Low-level Representations for Ultra-Fast Road Segmentation

pebal icon pebal

[ECCV'22 Oral] Pixel-wise Energy-biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-loss icon pytorch-loss

label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

replknet-pytorch icon replknet-pytorch

Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)

segformer icon segformer

Official PyTorch implementation of SegFormer

semseg icon semseg

Semantic Segmentation in Pytorch

standardized-max-logits icon standardized-max-logits

Official PyTorch implementation of paper: Standardized Max Logits: A Simple yet Effective Approach for Identifying Unexpected Road Obstacles in Urban-Scene Segmentation (ICCV 2021 Oral Presentation)

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