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Mmsegmentation Alternatives
Similar projects and alternatives to mmsegmentation
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Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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Swin-Transformer-Semantic-Segmentation
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation.
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Onboard AI
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Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
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segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
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face-parsing.PyTorch
Using modified BiSeNet for face parsing in PyTorch
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labelme2coco
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PaddleSeg
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efficientdet-pytorch
A PyTorch impl of EfficientDet faithful to the original Google impl w/ ported weights
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image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
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ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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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.
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openvino
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mmdetection3d
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mmaction2
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mmtracking
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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 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.
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MMDeploy: Deploy All the Algorithms of OpenMMLab
MMSegmentation: OpenMMLab semantic segmentation toolbox and benchmark.
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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.
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A note from our sponsor - Onboard AI
getonboard.dev | 10 Dec 2023
Stats
Basic mmsegmentation repo stats
7
6,773
9.0
10 days 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
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com