Python image-segmentation

Open-source Python projects categorized as image-segmentation | Edit details

Top 5 Python image-segmentation Projects

  • GitHub repo albumentations

    Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

    Project mention: Data augmentation strategies for object detection? Could you point me to good resources or best practices you know of? | reddit.com/r/computervision | 2021-10-30

    You can definitely look at Albumentation - we had a ton of success working with this library https://github.com/albumentations-team/albumentations

  • GitHub repo segmentation_models.pytorch

    Segmentation models with pretrained backbones. PyTorch.

    Project mention: Advice needed | reddit.com/r/computervision | 2021-10-02

    You could also use qubvel's segmentation models if you would like to explore semantic segmentation.

  • Scout APM

    Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.

  • GitHub repo segmentation_models

    Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

    Project mention: Can we use autoencoders to change an existing image instead of create one from scratch? | reddit.com/r/learnmachinelearning | 2021-12-13

    So, image segmentation (especially for satellite images) is a known problem. Search for semantic segmentation and unet (a model used for semantic segmentation). Also, if you use tensorflow there is this library which I found useful segmentation models.

  • GitHub repo detectree

    Tree detection from aerial imagery in Python

  • GitHub repo fashion-segmentation

    A tensorflow model for segmentation of fashion items out of multiple product images

    Project mention: Detect color of fashion items by the product images | news.ycombinator.com | 2021-07-16
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). The latest post mention was on 2021-12-13.

Index

What are some of the best open-source image-segmentation projects in Python? This list will help you:

Project Stars
1 albumentations 9,493
2 segmentation_models.pytorch 4,697
3 segmentation_models 3,620
4 detectree 80
5 fashion-segmentation 5
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