AugLy
textaugment
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AugLy | textaugment | |
---|---|---|
14 | 2 | |
4,890 | 367 | |
0.5% | 1.9% | |
6.0 | 4.6 | |
7 days ago | about 1 month ago | |
Python | Python | |
GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AugLy
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The hand-picked selection of the best Python libraries released in 2021
AugLy.
- Prefer volume or quality for BERT-based Text classification model
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[D] What's the best method to generate synthetic data for an image with text? Small dataset
I’m sure there are plenty of other specialized libraries out there, including FB’s AugLy.
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Integration test: Complexity of privacy-preserving bird call bio-sensor for distributed ecological monitoring?
Some of the technologies which could be integrated include differential privacy, distributed online machine learning, misinformation resilience and multi-party computation, all within the context of smart contracts and bioinformatics.
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[N] Facebook AI Open Sources AugLy: A New Python Library For Data Augmentation To Develop Robust Machine Learning Models
Facebook Blog: https://ai.facebook.com/blog/augly-a-new-data-augmentation-library-to-help-build-more-robust-ai-models/
Github: https://github.com/facebookresearch/AugLy
textaugment
What are some alternatives?
imgaug - Image augmentation for machine learning experiments.
speechbrain - A PyTorch-based Speech Toolkit
PySyft - Perform data science on data that remains in someone else's server
BlenderProc - A procedural Blender pipeline for photorealistic training image generation
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
frameworks - Sample code and build environments for MPC frameworks
river - 🌊 Online machine learning in Python
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
0xDeCA10B - Sharing Updatable Models (SUM) on Blockchain
awkward - Manipulate JSON-like data with NumPy-like idioms.