Top 4 segmentation-model Open-Source Projects
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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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Comparsion_Segmentation_models
Brief comparison of segmentation models. Trained on Collab, served using Fast-API, streamlit and dockerized.
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
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Index
What are some of the best open-source segmentation-model projects? This list will help you:
Project | Stars | |
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1 | segmentation_models.pytorch | 8,800 |
2 | segmentation_models | 4,602 |
3 | rembg-greenscreen | 253 |
4 | Comparsion_Segmentation_models | 5 |
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