Web: https://towardsdatascience.com/understanding-how-to-handle-image-data-for-computer-vision-and-deep-learning-problems-f48cdeb98c83?source=rss----7f60cf5620c9---4

Jan. 31, 2022, 3:15 p.m. | Bikram Baruah

Towards Data Science - Medium towardsdatascience.com

Image by Bud Helisson from Unsplash


After having worked on multiple computer vision and deep learning projects over the past couple of years, I’ve gathered my thoughts in this blog on how to handle with image data. Almost always it is better to pre-process the data rather than feed it straight to a deep learning model. At times, a deep learning model might not even be required, and a simple classifier might be enough after some processing.

Maximizing the …

ai computer vision data data science deep deep learning learning machine learning vision

Machine Learning Product Manager (Europe, Remote)

@ FreshBooks | Germany

Field Operations and Data Engineer, ADAS

@ Lucid Motors | Newark, CA

Machine Learning Engineer - Senior

@ Novetta | Reston, VA

Analytics Engineer

@ ThirdLove | Remote

Senior Machine Learning Infrastructure Engineer - Safety

@ Discord | San Francisco, CA or Remote

Internship, Data Scientist

@ Everstream Analytics | United States (Remote)