SaaSHub helps you find the best software and product alternatives Learn more →
Mmsegmentation Alternatives
Similar projects and alternatives to mmsegmentation
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
-
-
-
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
-
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
-
Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
-
segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
-
mmtracking
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
-
-
-
labelme2coco
A lightweight package for converting your labelme annotations into COCO object detection format.
-
PaddleSeg
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
-
-
-
-
-
mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
-
-
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better mmsegmentation alternative or higher similarity.
mmsegmentation discussion
mmsegmentation reviews and mentions
Posts with mentions or reviews of mmsegmentation.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-06.
- [D] The MMSegmentation library from OpenMMLab appears to return the wrong results when computing basic image segmentation metrics such as the Jaccard index (IoU - intersection-over-union). It appears to compute recall (sensitivity) instead of IoU, which artificially inflates the performance metrics.
-
Is there any ML model out there for room surfaces detection? (ceiling, floor, windows)
Segmentation models trained on datasets like ADE20k could probably be used for that, because it has separate classes for these things iirc. https://github.com/open-mmlab/mmsegmentation should have suitable pretrained models available.
-
MMDeploy: Deploy All the Algorithms of OpenMMLab
MMSegmentation: OpenMMLab semantic segmentation toolbox and benchmark.
- Mmsegmentation - Openmmlab semantic segmentation toolbox and benchmark.
- Mmsegmentation – Openmmlab semantic segmentation toolbox and benchmark
-
Semantic Segmentation models
This repo is amazing: https://github.com/open-mmlab/mmsegmentation
-
What's A Simple Custom Segmentation Pipeline?
Mmsegmentation would be a good place to start for basic segmentation. They have lots of recent methods and pretained models you could fine-tune from. They also support quite a few datasets including VOC. There is a custom dataset format which looks straightforward to create.
-
A note from our sponsor - SaaSHub
www.saashub.com | 4 Oct 2024
Stats
Basic mmsegmentation repo stats
7
8,019
5.8
about 2 months ago
open-mmlab/mmsegmentation is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of mmsegmentation is Python.
Popular Comparisons
- mmsegmentation VS Pytorch-UNet
- mmsegmentation VS Swin-Transformer-Semantic-Segmentation
- mmsegmentation VS segmentation_models.pytorch
- mmsegmentation VS Mask_RCNN
- mmsegmentation VS face-parsing.PyTorch
- mmsegmentation VS PaddleSeg
- mmsegmentation VS labelme2coco
- mmsegmentation VS efficientdet-pytorch
- mmsegmentation VS image-background-remove-tool
- mmsegmentation VS ros-semantic-segmentation-pytorch
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com