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Top 3 Python pspnet Projects
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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
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
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python 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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Index
What are some of the best open-source pspnet projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | segmentation_models.pytorch | 8,800 |
| 2 | mmsegmentation | 7,414 |
| 3 | segmentation_models | 4,602 |
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