albumentations-team / albumentationsView external linksLinks
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
☆15,269Jun 25, 2025Updated 7 months ago
Alternatives and similar repositories for albumentations
Users that are interested in albumentations are comparing it to the libraries listed below
Sorting:
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,351Updated this week
- Image augmentation for machine learning experiments.☆14,728Jul 30, 2024Updated last year
- Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.☆11,324Dec 23, 2025Updated last month
- OpenMMLab Detection Toolbox and Benchmark☆32,403Aug 21, 2024Updated last year
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,071Updated this week
- A PyTorch implementation of EfficientNet☆8,220Apr 8, 2022Updated 3 years ago
- Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.☆34,065Nov 17, 2025Updated 2 months ago
- Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.☆30,823Feb 4, 2026Updated last week
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,116Apr 22, 2022Updated 3 years ago
- Image augmentation library in Python for machine learning.☆5,146Mar 21, 2024Updated last year
- End-to-End Object Detection with Transformers☆15,108Mar 12, 2024Updated last year
- Accelerated deep learning R&D☆3,372Jun 27, 2025Updated 7 months ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,910Jan 26, 2026Updated 2 weeks ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆24,993Updated this week
- PyTorch extensions for fast R&D prototyping and Kaggle farming☆1,564Oct 9, 2025Updated 4 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,304Aug 17, 2025Updated 5 months ago
- Object detection, 3D detection, and pose estimation using center point detection:☆7,542Mar 2, 2023Updated 2 years ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,619Updated this week
- Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any…☆15,266Feb 7, 2026Updated last week
- Visualizer for neural network, deep learning and machine learning models☆32,383Updated this week
- Segmentation models with pretrained backbones. Keras and TensorFlow Keras.☆4,915Aug 21, 2024Updated last year
- Datasets, Transforms and Models specific to Computer Vision☆17,510Updated this week
- Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.☆9,388Feb 16, 2023Updated 2 years ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,395Jan 26, 2026Updated 2 weeks ago
- Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).☆15,583Updated this week
- OpenMMLab Computer Vision Foundation☆6,409Jan 29, 2026Updated 2 weeks ago
- awesome-semantic-segmentation☆10,813May 8, 2021Updated 4 years ago
- High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.☆4,731Updated this week
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".☆15,709Jul 24, 2024Updated last year
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆10,328Jun 8, 2025Updated 8 months ago
- A collection of loss functions for medical image segmentation☆3,998Nov 1, 2023Updated 2 years ago
- Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, I…☆12,597Apr 7, 2025Updated 10 months ago
- Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow☆25,517Jun 7, 2024Updated last year
- ResNeSt: Split-Attention Networks☆3,265Dec 9, 2022Updated 3 years ago
- A simple, fully convolutional model for real-time instance segmentation.☆5,215Sep 9, 2025Updated 5 months ago
- Most popular metrics used to evaluate object detection algorithms.☆5,096Jun 29, 2025Updated 7 months ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,614Jun 16, 2021Updated 4 years ago
- YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite☆56,794Feb 3, 2026Updated last week
- The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.☆5,267Oct 24, 2021Updated 4 years ago