Posts Written by Mrinal Walia

Mrinal Walia

Passionate Data Scientist with 5+ years of writing experience in data science and its related fields. Published 200+ articles, blogs, guides, use-cases, and tutorials at multiple renowned publications

Top 6 Environment Datasets for Computer Vision Projects

In this article, we highlight six open-source datasets you can use to solve various problems related to the environment with computer vision.

Top 6 Gaming Datasets for Computer Vision Projects

Today's article will show you the top 6 gaming datasets from Roboflow Universe [] to help provide inspiration for using video games or

Top 7 Sports Datasets for Computer Vision Projects

Computer vision and image processing are used widely in sports to significantly influence athletes and team performance. Implementing computer vision techniques is a turning point in the transformation and development

Overfitting in Machine Learning and Computer Vision

Overfitting is when a model fits exactly against its training data. The quality of a model worsens when the machine learning model you trained overfits to training data rather than

Top 6 Agriculture Datasets for Computer Vision

The ability of computer vision applications to address various business challenges makes it one of the most exciting technologies available today. Computer vision use cases in agriculture [

What is Object Tracking in Computer Vision?

Tracking the movement of an object has many applications, from tracking robots in a warehouse to implementing object tracking systems in drones. The basics of object tracking [https://blog.roboflow.

Top 6 Manufacturing Datasets for Computer Vision

Manufacturing is an industry that has found many successful use cases and applications for computer vision. Vision AI helps avoid increases worker safety, decreases human error, and saves time automating

Semantic Segmentation vs. Instance Segmentation: Explained

Computer vision is the among the most compelling technologies of the 21st century as it has the potential to drive the world's transition to a better future. There

Object Detection vs. Image Classification vs. Keypoint Detection

Computer vision is a diverse field of artificial intelligence that aims to detect and identify the contents of an image or a video. One of the common questions that most