Comprehensive image and video data augmentation library with AI-powered recommendations, geometric, color, noise, and occlusion techniques
Project description
Data_Augmentation
A complete Python library for advanced image data augmentation — including geometric, color, noise, and occlusion-based transformations.
Features
✅ Flip, Rotate, Scale, Shear, Crop, Perspective, Elastic Deformation
✅ Brightness, Contrast, Hue, Gamma, Solarize, Posterize
✅ Gaussian, Speckle, Motion, Defocus, Salt & Pepper Noise
✅ Cutout, Hide-and-Seek, GridMask, Mixup, CutMix, FMix
Installation
pip install -e .
Project details
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file smart_augmentation-0.2.1.tar.gz.
File metadata
- Download URL: smart_augmentation-0.2.1.tar.gz
- Upload date:
- Size: 12.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
181df36ab3c605508be752b34892b34fadf9397f27521b624a0e3437cae85b37
|
|
| MD5 |
b8783435bc7a287891bcc32fadf5cea8
|
|
| BLAKE2b-256 |
d0c61f503278d6804f7c487ad818a541459613cc8d368ecd36c6f6a31f9d958a
|
File details
Details for the file smart_augmentation-0.2.1-py3-none-any.whl.
File metadata
- Download URL: smart_augmentation-0.2.1-py3-none-any.whl
- Upload date:
- Size: 13.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.3
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
2146ae99711b893d30733ffc132c7bb4034c23ef32f7a4733b6b0c688cbee669
|
|
| MD5 |
6334b6065d1834ad1d6fcc1291029ecf
|
|
| BLAKE2b-256 |
91227b1f3d746652fec89ed6359c6c825516857eed2df1976aa4cc8e7e165705
|