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Top 23 Python Segmentation Projects
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albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Project mention: Albumentations: Fast and flexible image augmentation library | news.ycombinator.com | 2025-02-22 -
InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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segmentation_models.pytorch
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
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boxmot
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
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Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
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segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
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HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
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LISA
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detrex
detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.
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comic-translate
Desktop app for automatically translating comics - BDs, Manga, Manhwa, Fumetti and more in a variety of formats (Image, Pdf, Epub, cbr, cbz, etc) and in multiple languages.
Project mention: Show HN: Instantly Translate Manga – TranslateManga | news.ycombinator.com | 2025-02-26In addition to lots of commercial competition, there's also a halfway decent open source comic translation app that uses automatic OCR + LLMs (byok).
https://github.com/ogkalu2/comic-translate
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image-background-remove-tool
✂️ Automated high-quality background removal framework for an image using neural networks. ✂️
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medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
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Python Segmentation discussion
Python Segmentation related posts
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Instance segmentation of small objects in grainy drone imagery
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12-Jun-2023
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Segment Anything in High Quality
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Segment Anything in High Quality
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GitHub - SysCV/sam-hq: Segment Anything in High Quality
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Anyone using segment-geospatial?
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Where to even begin to extract yellow spots from these pictures?
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A note from our sponsor - SaaSHub
www.saashub.com | 16 May 2025
Index
What are some of the best open-source Segmentation projects in Python? This list will help you:
# | Project | Stars |
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1 | albumentations | 14,908 |
2 | segmentation_models.pytorch | 10,440 |
3 | boxmot | 7,287 |
4 | nnUNet | 6,690 |
5 | pointnet | 4,965 |
6 | segmentation_models | 4,840 |
7 | Pointnet_Pointnet2_pytorch | 4,085 |
8 | segment-geospatial | 3,284 |
9 | pointnet2 | 3,251 |
10 | HRNet-Semantic-Segmentation | 3,229 |
11 | BlenderProc | 3,064 |
12 | UNetPlusPlus | 2,435 |
13 | LISA | 2,191 |
14 | detrex | 2,153 |
15 | ml-cvnets | 1,859 |
16 | XMem | 1,848 |
17 | comic-translate | 1,730 |
18 | vocal-remover | 1,670 |
19 | cellpose | 1,620 |
20 | mmrazor | 1,588 |
21 | pytorch-toolbelt | 1,541 |
22 | image-background-remove-tool | 1,490 |
23 | medicaldetectiontoolkit | 1,326 |