Burn Deep Learning Framework Release 0.7.0: Revamped (de)serialization, optimizer & module overhaul, initial ONNX support and tons of new features.

This page summarizes the projects mentioned and recommended in the original post on /r/rust
Machine Learning Deep Learning image-augmentation Web programming Autodiff

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  • burn

    Discontinued Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals. [Moved to: https://github.com/Tracel-AI/burn] (by burn-rs)

    • Yes, it's planned and we have a ticket for this: https://github.com/burn-rs/burn/issues/207 It would make sense to have an entirely separate crate for such work at some point, then any rust or even python projects (similar to polars) could take advantage of fast image augmentation library.

  • 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

    • Is something planned to support data augmentations? Something like https://albumentations.ai/

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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