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Top 20 Unet Open-Source Projects
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Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Human-Segmentation-PyTorch
Human segmentation models, training/inference code, and trained weights, implemented in PyTorch
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SegmentationCpp
A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.
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Wave-U-Net-for-Speech-Enhancement
Implement Wave-U-Net by PyTorch, and migrate it to the speech enhancement.
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unet-nested-multiple-classification
This repository contains code for a multiple classification image segmentation model based on UNet and UNet++
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U-Net
A simple U-Net implementation for custom dataset. Just create required folders and place the images and then start training.
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Comparsion_Segmentation_models
Brief comparison of segmentation models. Trained on Collab, served using Fast-API, streamlit and dockerized.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models
Woah, over 80 versions 😮! This is a project with over 1,740 releases over the past five years. Mirror is one for the game devs in the room. It's a high level networking library for Unity. Used in some of the top video games, Mirror is used by thousands of game developers around the world. The latest update brings Mirror in line with the latest Unity version, includes better motion smoothing time, and lots more. Check out all the changes in the Mirror changelog.
Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09Also, I’d suggest considering switching to the segmentation-models library - it provides U-Net models with a variety of pretrained backbones of as encoders. The author also put out a PyTorch version. https://github.com/qubvel/segmentation_models.pytorch https://github.com/qubvel/segmentation_models
Unet related posts
- Instance segmentation of small objects in grainy drone imagery
- What are some big no-nos when designing multiplayer functionality?
- Creating multiplayer VR experiences
- Messing around with Generic Types, Thought I'd share this fun function
- Spent April learning Unity, started a little dice roller to show off the dice my brother designs
- Creating an MMO. (Looking for wisdom)
- After updating Mirror, I now have all of these errors...
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Index
What are some of the best open-source Unet projects? This list will help you:
Project | Stars | |
---|---|---|
1 | segmentation_models.pytorch | 8,800 |
2 | Pytorch-UNet | 8,358 |
3 | Mirror | 4,844 |
4 | segmentation_models | 4,602 |
5 | unet | 4,435 |
6 | UNetPlusPlus | 2,170 |
7 | Deep-Learning-In-Production | 1,072 |
8 | BCDU-Net | 647 |
9 | LibtorchTutorials | 639 |
10 | Speech-enhancement | 586 |
11 | Human-Segmentation-PyTorch | 533 |
12 | SegmentationCpp | 402 |
13 | Wave-U-Net-for-Speech-Enhancement | 302 |
14 | unet-nested-multiple-classification | 150 |
15 | uformer-pytorch | 88 |
16 | strv-ml-mask2face | 52 |
17 | U-Net | 20 |
18 | TCC-EngBio2020 | 5 |
19 | Comparsion_Segmentation_models | 5 |
20 | drone-deploy-seg | 5 |
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