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Top 8 image-augmentation open source projects

Image augmentation for machine learning experiments.

✭ 12,107

python deep-learning machine-learning images crop heatmap polygon augmentation bounding-boxes contrast keypoints affine-transformation image-augmentation segmentation-maps augment-images

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

✭ 9,353

python deep-learning machine-learning image-processing object-detection segmentation detection image-classification image-segmentation augmentation image-augmentation fast-augmentations

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

cuda spatial deform

A fast tool to do image augmentation on GPU(especially elastic_deform), can be helpful to research on Medical Image.

✭ 115

Cuda python CMake computer-vision cuda medical-imaging image-augmentation elastic-deform

discolight is a robust, flexible and infinitely hackable library for generating image augmentations ✨

✭ 25

python shell machine-learning computer-vision deep-learning image-processing bounding-boxes image-augmentation augmentation image-transformations

TensorFlow2+ graph image augmentation library optimized for tf.data.Dataset.

✭ 24

python machine-learning computer-vision tensorflow image-processing image-augmentation tensorflow2

本仓库将使用Pytorch框架实现经典的图像分类网络、目标检测网络、图像分割网络，图像生成网络等，并会持续更新！！！

✭ 72

Jupyter Notebook python computer-vision image-processing pytorch gan image-classification segmentation object-detection image-augmentation

Image-Rotation-and-Cropping-tensorflow

Image rotation and cropping out the black borders in TensorFlow

✭ 14

Jupyter Notebook python tensorflow data-augmentation image-augmentation image-rotation rotation-cropping

1-8 of 8 image-augmentation projects