What is AugLy?
It is a data augmentations library that currently supports four modalities (audio, image, text & video) and over 100 augmentations. Each modality’s augmentations are contained within its own sub-library. These sub-libraries include both function-based and class-based transforms, composition operators, and have the option to provide metadata about the transform applied, including its intensity.
AugLy is a tool in the Voice & Audio Models category of a tech stack.
Key Features
Data augmentation library to help build more robust AI modelsOpen sourceCombines multiple modalities: audio, image, video, and text
AugLy Pros & Cons
Pros of AugLy
No pros listed yet.
Cons of AugLy
No cons listed yet.
AugLy Alternatives & Comparisons
What are some alternatives to AugLy?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
