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Fabio Cermelli's Projects

1-stage-wseg icon 1-stage-wseg

Single-Stage Semantic Segmentation from Image Labels (CVPR 2020)

comformer icon comformer

Official implementation of "CoMFormer: Continual Learning in Semantic and Panoptic Segmentation"

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.

detr icon detr

End-to-End Object Detection with Transformers

eps icon eps

Official PyTorch implementation of "Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation", CVPR2021

ewc icon ewc

OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation

fss icon fss

Prototype-based Incremental Few-Shot Semantic Segmentation

icl icon icl

Incremental Class Learning project

mask2former icon mask2former

Code release for "Masked-attention Mask Transformer for Universal Image Segmentation"

mib icon mib

Official code for Modeling the Background for Incremental Learning in Semantic Segmentation https://arxiv.org/abs/2002.00718

mibv2 icon mibv2

New Modeling The Background CodeBase

mma icon mma

Modeling Missing Annotations for Incremental Learning in Object Detection

rl_methods icon rl_methods

In this repository I will experiment with some well-known RL methods.

spnet icon spnet

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation

ssd icon ssd

Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.

uda icon uda

This repo contains the code of some methods of unsupervised domain adaptation

wilson icon wilson

Official implementation of "Incremental Learning in Semantic Segmentation from Image Labels"

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