Top 5 Python image-segmentation Projects
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/2078-2489/11/2/125Project 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
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.
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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.
Tree detection from aerial imagery in Python
A tensorflow model for segmentation of fashion items out of multiple product imagesProject mention: Detect color of fashion items by the product images | news.ycombinator.com | 2021-07-16
What are some of the best open-source image-segmentation projects in Python? This list will help you:
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