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Top 5 pspnet Open-Source Projects
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Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09
Also, 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
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InfluxDB
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Project mention: Instance segmentation of small objects in grainy drone imagery | /r/computervision | 2023-12-09
Also, 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
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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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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.
pspnet related posts
- [D] Improvements/alternatives to U-net for medical images segmentation?
- Improvements/alternatives to U-net for medical images segmentation?
- [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)
- Medical Image Segmentation Human Retina
- Automatic generation of image-segmentation mask pairs with StableDiffusion
- Dice Score not decreasing when doing semantic segmentation
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A note from our sponsor - SaaSHub
www.saashub.com | 18 Apr 2024
Index
What are some of the best open-source pspnet projects? This list will help you:
Project | Stars | |
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1 | segmentation_models.pytorch | 8,773 |
2 | mmsegmentation | 7,342 |
3 | segmentation_models | 4,597 |
4 | Human-Segmentation-PyTorch | 533 |
5 | SegmentationCpp | 400 |