Industry

Apple
Google Research
Meta Research
NVIDIA Research Projects
Amazon Science
Microsoft Open Source
Salesforce Open Source
Stability AI
IBM Open Source
Hugging Face
Sony
Alibaba Open Source
Tencent Open Source
H2O.ai

Deep learning research

Albumentations is widely used in research areas related to computer vision and deep learning. If you find this library useful for your research, please consider citing Albumentations: Fast and Flexible Image Augmentations:
@Article{info11020125,
    AUTHOR = {Buslaev, Alexander and Iglovikov, Vladimir I. and Khvedchenya, Eugene and Parinov, Alex and Druzhinin, Mikhail and Kalinin, Alexandr A.},
    TITLE = {Albumentations: Fast and Flexible Image Augmentations},
    JOURNAL = {Information},
    VOLUME = {11},
    YEAR = {2020},
    NUMBER = {2},
    ARTICLE-NUMBER = {125},
    URL = {https://www.mdpi.com/2078-2489/11/2/125},
    ISSN = {2078-2489},
    DOI = {10.3390/info11020125}
}

List of papers that cite Albumentations

150. DCNN-based Screw Classification in Automated Disassembly Processes.
212. Benchmark for generic product detection: a strong baseline for dense object detection
373. Smartphone Glass Inspection System.
-
384. Algoritmo de clasificación de lesiones en exámenes mamográficos
-
420. Οπτική αναγνώριση αντικειμένων σε μεγάλες βάσεις δεδομένων
-
510. Αναγνώριση προσώπων με τεχνικές βαθιάς μηχανικής μάθησης
-
-
583. Deep Learning for Skin Lesion Classification: Augment, Train, and Ensemble
618. Comparison of the MultiRes U-Net and the classical U-Net on the performance of kidney and kidney tumor segmentation
-
640. Brain tumor classification on the patient level using attention-based AI methods and multi-sequences MRI

Machine learning competitions


Open source projects

open-mmlab/mmdetection 28.7k
OpenMMLab Detection Toolbox and Benchmark
deepinsight/insightface 22.1k
State-of-the-art 2D and 3D Face Analysis Project
spmallick/learnopencv 20.8k
Learn OpenCV : C++ and Python Examples
lukas-blecher/LaTeX-OCR 11.5k
pix2tex: Using a ViT to convert images of equations into LaTeX code.
PaddlePaddle/PaddleSeg 8.4k
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
saic-mdal/lama 7.6k
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
open-mmlab/mmpose 5.4k
OpenMMLab Pose Estimation Toolbox and Benchmark.
pytorch/ignite 4.5k
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
NVlabs/imaginaire 4.0k
NVIDIA's Deep Imagination Team's PyTorch Library
ml-tooling/ml-workspace 3.4k
🛠 All-in-one web-based IDE specialized for machine learning and data science.
open-mmlab/mmclassification 3.3k
OpenMMLab Pre-training Toolbox and Benchmark
catalyst-team/catalyst 3.3k
Accelerated deep learning R&D