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Augmentor

Appears in 4 awesome lists

Image augmentation library in Python for machine learning. http://augmentor.readthedocs.io

Open github.commdbloice/augmentor

Found in these lists

Awesome Python Data Science

Section: Computer Vision · Image augmentation library in Python for machine learning.

ActiveScore 71

Awesome-Pytorch-list

Section: CV: · Image augmentation library in Python for machine learning. http://augmentor.readthedocs.io

FreshScore 88

Computer Vision Pretrained Models

Section: PyTorch · Image augmentation library in Python for machine learning.

StaleScore 50

awesome-python

Section: Computer Vision · Image augmentation library in Python for machine learning.

FreshScore 81

torchvision

PyTorch's official computer vision library with 50+ pre-trained model architectures including ResNet, EfficientNet, Vision Transformers (ViT), ConvNeXt, and more. The de facto standard model zoo for PyTorch computer vision. BSD-3-Clause licensed.

In 9 listsDetails

detectron2

FAIR's next-generation research platform for object detection and segmentation. It is a ground-up rewrite of the previous version, Detectron, and is powered by the PyTorch deep learning framework.

In 7 listsDetails

scikit-image

A collection of algorithms for image processing in Python.

In 6 listsDetails

lightly

MoCo, SimCLR, SimSiam, Barlow Twins, BYOL, NNCLR. vissl - Self-Supervised Learning with PyTorch: RotNet, Jigsaw, NPID, ClusterFit, PIRL, SimCLR, MoCo, DeepCluster, SwAV.

In 6 listsDetails

OpenCV

Open source computer vision and machine learning software library.

In 5 listsDetails

PyTorch3D

FAIR's library of reusable components for deep learning with 3D data. Provides efficient 3D operators, differentiable rendering, and mesh processing tools integrated with PyTorch. BSD licensed.

In 5 listsDetails

albumentations

А fast and framework agnostic image augmentation library that implements a diverse set of augmentation techniques. Supports classification, segmentation, detection out of the box. Was used to win a number of Deep Learning competitions at Kaggle, Topcoder and those that were a part of the CVPR…

In 4 listsDetails

LAVIS

LAVIS is a deep learning library for LAnguage-and-VISion intelligence research and applications.

In 4 listsDetails