X5 Retail Group

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:
    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 = {},
    ISSN = {2078-2489},
    DOI = {10.3390/info11020125}

List of papers that cite Albumentations

- NYQ Abderrahim, S Abderrahim
- B Staar, S Bayrak, D Paulkowski, M Freitag
- 杨必胜, 宗泽亮, 陈驰, 孙文鹿, 米晓新, 吴唯同
- L Chang, W Zhuang, R Wu, S Feng, H Liu, J Yu
110. Deep Learning for Skin Lesion Classification: Augment, Train, and Ensemble
121. A Deep 3D Object Pose Estimation Framework for Robots with RGB-D Sensors
- D Lacalle, HA Castro-Abril, T Randelovic
- J Zhang, Y Meng, J Wu, J Qin, T Yao, S Yu

Machine learning competitions

Open source projects

open-mmlab/mmdetection 13.3k
OpenMMLab Detection Toolbox and Benchmark
spmallick/learnopencv 12.9k
Learn OpenCV : C++ and Python Examples
pytorch/ignite 3.2k
High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.
catalyst-team/catalyst 2.4k
Accelerated deep learning R&D
ml-tooling/ml-workspace 1.7k
🛠 All-in-one web-based IDE specialized for machine learning and data science.
toandaominh1997/EfficientDet.Pytorch 1.4k
Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch
azavea/raster-vision 1.2k
An open source framework for deep learning on satellite and aerial imagery.
hukkelas/DeepPrivacy 959
DeepPrivacy: A Generative Adversarial Network for Face Anonymization
joe-siyuan-qiao/DetectoRS 951
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution
WXinlong/SOLO 922
SOLO and SOLOv2 for instance segmentation, ECCV 2020 & NeurIPS 2020.
akirasosa/mobile-semantic-segmentation 620
Real-Time Semantic Segmentation in Mobile device
DrSleep/light-weight-refinenet 606
Light-Weight RefineNet for Real-Time Semantic Segmentation