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Awesome GitHub RepositoriesData Augmentation Pipelines
Sequences of preprocessing operations used to transform and prepare input data for machine learning models.
Distinguishing note: Specifically targets the pipeline orchestration of data transformations rather than generic image processing.
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Awesome Data Augmentation Pipelines GitHub Repositories
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- huggingface/pytorch-image-models
huggingface/pytorch-image-models
36,386View on GitHubThis project is a comprehensive library of state-of-the-art neural network architectures designed for image classification and feature extraction. It provides a complete deep learning training framework that supports distributed execution, allowing users to build, train, and fine-tune vision models using optimized schedulers and pre-configured training recipes. The library distinguishes itself through a modular backbone architecture that treats neural networks as decoupled feature extractors, enabling the retrieval of multi-scale outputs for downstream tasks like object detection and segmenta
Data augmentation pipelines define sequences of preprocessing operations to prepare raw input data for model training or inference tasks.
Pythonaugmixconvnextdistributed-training
