DearPy3D
Dear PyGui 3D Engine (prototyping) (by hoffstadt)
AugLy
A data augmentations library for audio, image, text, and video. (by facebookresearch)
| DearPy3D | AugLy | |
|---|---|---|
| 4 | 14 | |
| 82 | 4,949 | |
| - | 0.3% | |
| 6.7 | 5.4 | |
| over 2 years ago | 21 days ago | |
| C++ | Python | |
| MIT License | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
DearPy3D
Posts with mentions or reviews of DearPy3D.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-17.
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How does one make their own GUI from scratch? (no GUI libraries)
Dear PyGui is awesome and supports creating node editors. 3D is not really supported yet (although matrix functions are), but future versions will support 3D. The core developers are very much interested in 3D rendering. As a little test, Hoffstadt created DearPy3D. He is currently working on Pilotlight, which is still early stages and eventually will be the core of Dear PyGui version 3.
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The hand-picked selection of the best Python libraries released in 2021
Just a quick update since then is that Dear PyGui has reached version 1.0 and the API is now stable with a proper deprecation policy. Additional features include support for extremely dynamic tables, became faster still, introduction of the first steps into 3D and drawing transformations, support for multiple fonts, node editor and many small improvements and bug fixes. There are still many ideas for future development, including more 3D.
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Best gui framework for fast 2d operations and 3d render?
With regard to 3D, are you aware of DearPy3D by the same developers (still under development, also available under the MIT license)?
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Dear PyGui 3D Engine (Marvel)
hoffstadt/Marvel: Dear PyGui 3D Engine (early development) (github.com)
AugLy
Posts with mentions or reviews of AugLy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-12-21.
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Meta's A.I. exodus: Top talent quits as lab tries to keep pace with rivals
Their recent effort to generate training data for spotting stuff that includes unsanctioned narratives comes to mind. https://github.com/facebookresearch/AugLy
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Next steps for after classification
Data augmentation is usually helpful: https://github.com/facebookresearch/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
- Augly - An augmentation library for audio, image, video, and text from facebook
- [D] What's the best method to generate synthetic data for an image with text? Small dataset
- AugLy is opensourse now.
- Facebook is open-sourcing AugLy, a library that uses data augmentations to evaluate and improve ML models
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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/
What are some alternatives?
When comparing DearPy3D and AugLy you can also consider the following projects:
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
imgaug - Image augmentation for machine learning experiments.
DearPyGui - Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
PySyft - Perform data science on data that remains in someone else's server
magnum - Lightweight and modular C++11 graphics middleware for games and data visualization
finetuner - :dart: Task-oriented embedding tuning for BERT, CLIP, etc.
speechbrain - A PyTorch-based Speech Toolkit
evidently - Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
river - 🌊 Online machine learning in Python
processing - Source code for the Processing Core and Development Environment (PDE)
BlenderProc - A procedural Blender pipeline for photorealistic training image generation