sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

Last update: Jan 02, 2023

Overview

Introduction

sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

Documents

In English

https://sssegmentation.readthedocs.io/en/latest/

Supported

Supported Backbones

Supported Models

Supported Datasets

Citation

If you use this framework in your research, please cite this project.

@misc{ssseg2020,
    author = {Zhenchao Jin},
    title = {SSSegmentation: A general framework for strongly supervised semantic segmentation},
    year = {2020},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/SegmentationBLWX/sssegmentation}},
}

References

[1]. https://github.com/open-mmlab/mmcv
[2]. https://github.com/open-mmlab/mmsegmentation

Comments

Training on custom dataset with 4 channels

Hi, I want to train my own dataset which has images in 4 channels - RGB images and IR(infrared) images. Could you help me out with that? How can i modify the codes of this repo to accommodate that extra channel?

opened by cspearl 4
how to train with multi-gpu in one machine

hi，i wanna train the model with 4 gpus in one machine however, your code 'distrain.sh' and 'train.py' can only train with distributed mode in multi-machine how can i modify the code ?

opened by Kenneth-X 3
isnet:imagelevel.py

imagelevel.py : 47: feats_il = self.correlate_net(x, torch.cat([x_global, x], dim=1))

isanet.py： 47：context = super(SelfAttentionBlock, self).forward(x, x)

is there any problem？ bug？

opened by shujunyy123 3
How to modify parameters to use single card training?

How to modify parameters to use single card training?

In addition to modifying the following in config:

SEGMENTOR_CFG.update(distributed{'is_on':False})

opened by kakamie 1
SWIN-B with DeepLabv3+ training on custom dataset

Hi, I am learning about Segmentation and want to try out the segmentation my custom data set. Could you please provide steps on how to use supported backbones with some particular architectures?

If I want to use SWIN-B as my backbone on DeepLabV3+ using a custom dataset, what should be the commands and all. I could not find anything on the docs and on the github page. Could you please help.

opened by deshwalmahesh 1
Is there should be 'continue'?

https://github.com/SegmentationBLWX/sssegmentation/blob/7a405b1a4949606deae067223ebd68cceec6b225/ssseg/modules/models/memorynet/memory.py#L176

If there are more than one 'num_feats_per_cls' in the furture, 'break' will make this for loop only update the first memory_feature?

opened by EricKani 1
医学图像分割也很有意义，我想给你一些公开的医学图像数据集。哈哈哈哈
Hi @CharlesPikachu ！UNet 也是大名鼎鼎的分割模型啊，它在医学图像分割领域是 SOTA，个人认为 Supported Models 列表里应该有名字，而且应该在 FCN 之后。哈哈哈 🥇

虽然 PyTorch Hub 已经有预训练的 UNet 了，但我想要皮卡丘也有！ 🛩️

这里提供一些医学数据集给你参考：

PyTorch Hub 里预训练 UNet 的数据集：LGG Segmentation Dataset

DDTI，已经按照下一个数据集的格式预处理过，百度网盘提取码：qxds

tn-scui2020，来自比赛 tn-scui2020

百度 AI Studio 医学影像数据集集锦

List of Medical Datasets，来自 GitHub
opened by S-HuaBomb 1

Releases(v1.0.0)

Owner

GitHub Repository

Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemetic Analysis

TDY-CNN for Text-Independent Speaker Verification Official implementation of Temporal Dynamic Convolutional Neural Network for Text-Independent Speake

16 Oct 17, 2022

Demos of essentia classifiers hosted on replicate.ai

essentia-replicate-demos Demos of Essentia models hosted on replicate.ai's MTG site. The models Check our site for a complete list of the models avail

12 Nov 14, 2022

Boundary IoU API (Beta version)

Boundary IoU API (Beta version) Bowen Cheng, Ross Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov [arXiv] [Project] [BibTeX] This API is

177 Dec 29, 2022

Resources for the Ki testnet challenge

Ki Testnet Challenge This repository hosts ki-testnet-challenge. A set of scripts and resources to be used for the Ki Testnet Challenge What is the te

23 Aug 08, 2022

Interactive Image Generation via Generative Adversarial Networks

iGAN: Interactive Image Generation via Generative Adversarial Networks Project | Youtube | Paper Recent projects: [pix2pix]: Torch implementation for

3.9k Dec 23, 2022

This repo is customed for VisDrone.

Object Detection for VisDrone(无人机航拍图像目标检测) My environment 1、Windows10 (Linux available) 2、tensorflow = 1.12.0 3、python3.6 (anaconda) 4、cv2 5、ensemble

53 Jul 17, 2022

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene. We achieve NeRF-comparable novel-view synthesis quality with super-fast convergence.

709 Dec 31, 2022

Draw like Bob Ross using the power of Neural Networks (With PyTorch)!

Draw like Bob Ross using the power of Neural Networks! (+ Pytorch) Learning Process Visualization Getting started Install dependecies Requires python3

116 Mar 07, 2022

KIND: an Italian Multi-Domain Dataset for Named Entity Recognition

KIND (Kessler Italian Named-entities Dataset) KIND is an Italian dataset for Named-Entity Recognition. It contains more than one million tokens with t

5 Jun 21, 2022

Cmsc11 arcade - Final Project for CMSC11

cmsc11_arcade Final Project for CMSC11 Developers: Limson, Mark Vincent Peñafiel

1 Jan 18, 2022

An implementation of the "Attention is all you need" paper without extra bells and whistles, or difficult syntax

Simple Transformer An implementation of the "Attention is all you need" paper without extra bells and whistles, or difficult syntax. Note: The only ex

29 Jun 16, 2022

This repository lets you interact with Lean through a REPL.

lean-gym This repository lets you interact with Lean through a REPL. See Formal Mathematics Statement Curriculum Learning for a presentation of lean-g

87 Dec 28, 2022

Official repository with code and data accompanying the NAACL 2021 paper "Hurdles to Progress in Long-form Question Answering" (https://arxiv.org/abs/2103.06332).

Hurdles to Progress in Long-form Question Answering This repository contains the official scripts and datasets accompanying our NAACL 2021 paper, "Hur

41 Nov 08, 2022

sssegmentation is a general framework for our research on strongly supervised semantic segmentation.

Related tags

Overview

Introduction

Documents

In English

Supported

Supported Backbones

Supported Models

Supported Datasets

Citation

References

Comments

Training on custom dataset with 4 channels

how to train with multi-gpu in one machine

isnet:imagelevel.py

How to modify parameters to use single card training?

SWIN-B with DeepLabv3+ training on custom dataset

Is there should be 'continue'?

医学图像分割也很有意义，我想给你一些公开的医学图像数据集。哈哈哈哈

Releases(v1.0.0)

Owner

Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemetic Analysis

Demos of essentia classifiers hosted on replicate.ai

Boundary IoU API (Beta version)

Resources for the Ki testnet challenge

Interactive Image Generation via Generative Adversarial Networks

This repo is customed for VisDrone.

DirectVoxGO reconstructs a scene representation from a set of calibrated images capturing the scene.

Draw like Bob Ross using the power of Neural Networks (With PyTorch)!

KIND: an Italian Multi-Domain Dataset for Named Entity Recognition

Cmsc11 arcade - Final Project for CMSC11

An implementation of the "Attention is all you need" paper without extra bells and whistles, or difficult syntax

This repository lets you interact with Lean through a REPL.

Official repository with code and data accompanying the NAACL 2021 paper "Hurdles to Progress in Long-form Question Answering" (https://arxiv.org/abs/2103.06332).

TransCD: Scene Change Detection via Transformer-based Architecture

Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation”

PyTorch code of paper "LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering"

OpenVisionAPI server

Foreground-Action Consistency Network for Weakly Supervised Temporal Action Localization

Chinese license plate recognition

Resources for our AAAI 2022 paper: "LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification".