Computer vision Archives

February 6, 2020October 3, 2020Computer Vision, Technology

Image Augmentation using OpenCV and Python.

When you develop a new deep learning model, it should be trained with a huge input dataset. When the input training dataset size is small for computer vision applications, the performance of the model can be increased with Image augmentation. Image augmentation is process of creating new dataset from the existing images with few image […]

February 6, 2020September 7, 2021Computer Vision, Technology

Transfer Learning in Machine Learning.

Transfer learning is a process in Machine Learning to reuse models that are already developed and trained with the huge dataset. Transfer learning is widely used in computer vision applications because the models are pre-trained with the Imagenet database. it is a widely accepted technique, popular in machine learning because training a model needs a […]