Bio
Deval is a senior software engineer at Eagle Eye Networks and a computer vision enthusiast. He writes about complex topics related to machine learning and deep learning.
Articles
Computer vision
May 30, 2023
Intersection over Union (IoU): Definition, Calculation, Code
Find out how and when to use IoU, one of the most crucial model model assessment metrics.
Computer vision
May 30, 2023
Intersection over Union (IoU): Definition, Calculation, Code
Find out how and when to use IoU, one of the most crucial model model assessment metrics.
Computer vision
Apr 14, 2023
Triplet Loss: Intro, Implementation, Use Cases
Lear what triplet loss is, how to implement it in your projects, and what the real-world applications of triplet loss are.
Computer vision
Apr 14, 2023
Triplet Loss: Intro, Implementation, Use Cases
Lear what triplet loss is, how to implement it in your projects, and what the real-world applications of triplet loss are.
Computer vision
Mar 31, 2023
Logistic Regression: Definition, Use Cases, Implementation
Logistic regression is a popular classification algorithm, and the foundation for many advanced machine learning algorithms, Let's go through logistic regression basics, its real-life applications, and learn how to implement it.
Computer vision
Mar 31, 2023
Logistic Regression: Definition, Use Cases, Implementation
Logistic regression is a popular classification algorithm, and the foundation for many advanced machine learning algorithms, Let's go through logistic regression basics, its real-life applications, and learn how to implement it.
Computer vision
Mar 27, 2023
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Dive into the state-of-the-art of Human Activity Recognition (HAR) and discover real-life applications plus datasets to try out.
Computer vision
Mar 27, 2023
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Dive into the state-of-the-art of Human Activity Recognition (HAR) and discover real-life applications plus datasets to try out.
Mean Average Precision (mAP) Explained: Everything You Need to Know
Computer vision
Mean Average Precision (mAP) Explained: Everything You Need to Know
Computer vision
The Essential Guide to Data Augmentation in Deep Learning
Computer vision
The Essential Guide to Data Augmentation in Deep Learning
Computer vision
A Step-by-step Guide to Few-Shot Learning
Computer vision
A Step-by-step Guide to Few-Shot Learning
Computer vision
The Essential Guide to Pytorch Loss Functions
Computer vision
The Essential Guide to Pytorch Loss Functions
Computer vision
The Complete Guide to Generative Adversarial Networks [GANs]
Computer vision
The Complete Guide to Generative Adversarial Networks [GANs]
Computer vision
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Changelog Updates
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New model
Feb 4, 2026
SAM 3: Text-Prompt Segmentation and Enhanced Auto-Tracking
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels
New feature
May 15, 2025
Improved Dataset Organization with Custom Labels