• 6 min read
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.
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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
Latest Posts by Mrinal Walia
• 5 min read
Top 6 Gaming Datasets for Computer Vision Projects
Today's article will show you the top 6 gaming datasets from Roboflow Universe
[https://universe.roboflow.com/browse/gaming] to help provide inspiration for
using video games or real world games with computer vision applications.
Using computer vision with gaming can lead to entirely new experiences:
* Gaming automation:
• 5 min read
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 of the sports industry.
Sports companies use data collected during games to train real-time machine
learning and artificial intelligence models
• 7 min read
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 understanding new and unseen data.
There are several reasons why overfitting can occur and responding to these causes by applying
• 5 min read
Top 6 Agriculture Datasets for Computer Vision
Explore six agriculture datasets you can use in computer vision projects.
• 5 min read
What is Object Tracking in Computer Vision?
Learn about object tracking and how it is used in computer vision.
• 5 min read
Top 6 Manufacturing Datasets for Computer Vision
Explore six manufacturing datasets you can use for computer vision projects.
• 5 min read
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 have been some notable comings and goings in the technological ecosystem
of computer vision, but image segmentation is particularly notable.
• 6 min read
Object Detection vs. Image Classification vs. Keypoint Detection
Learn what object detection, classification, and keypoint detection are, and when tech technique is useful.
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