Blog posts, podcasts, talks, and videos about Albumentations¶

Blog posts¶

• Custom Image Augmentation with Keras. Solving CIFAR-10 with Albumentations and TPU on Google Colab..
• Road detection using segmentation models and albumentations libraries on Keras.
• Image Data Augmentation for TensorFlow 2, Keras and PyTorch with Albumentations in Python
• Explore image augmentations using a convenient tool
• Image Augmentation using PyTorch and Albumentations
• Employing the albumentation library in PyTorch workflows. Bonus: Helper for selecting appropriate values!
• Overview of Albumentations: Open-source library for advanced image augmentations

Podcasts, talks, and videos¶

• PyConBY 2020: Eugene Khvedchenya - Albumentations: Fast and Flexible image augmentations
• Albumentations Framework: a fast image augmentations library | Interview with Dr. Vladimir Iglovikov
• Image Data Augmentation for TensorFlow 2, Keras and PyTorch with Albumentations in Python
• Bengali.AI competition - Ch 5. Image augmentations using albumentations
• Albumentations Tutorial for Data Augmentation