Tag: Data Augmentation

Learn how to apply different augmentations to bounding boxes using the Albumentations library for object detection. ...

In this post, we explore bounding box augmentation for object detection task in deep learning using the Albumentations library. ...

In this article, we will discuss how to get per-class accuracy in a highly imbalanced image/vision dataset. Deep learning algorithms suffer when the dataset is highly imbalanced. In image recognition, a deep neural network may predict 90% of one class correctly and only 20% of another class correctly. This is the result of the number […] ...

In computer vision based deep learning, the amount of image plays a crucial role in building high accuracy neural network models. When we do not have enough images, we can always rely on image augmentation techniques in deep learning. Image augmentation in deep learning can substantially increase the size of our dataset. This can help […] ...