Deval Shah

Deval Shah

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 from

Deval Shah

Vector Databases: Intro, Use Cases, Top 5 Vector DBs
Machine Learning
Vector Databases: Intro, Use Cases, Top 5 Vector DBs
Read time
15
min read
Generative AI 101: Explanation, Use Cases, Impact
Artificial Intelligence
Generative AI 101: Explanation, Use Cases, Impact
Read time
12
min read
RLHF (Reinforcement Learning From Human Feedback): Overview + Tutorial
Machine Learning
RLHF (Reinforcement Learning From Human Feedback): Overview + Tutorial
Read time
12
min read
Intersection over Union (IoU): Definition, Calculation, Code
Computer Vision
Intersection over Union (IoU): Definition, Calculation, Code
Read time
min read
Top Performance Metrics in Machine Learning: A Comprehensive Guide
Machine Learning
Top Performance Metrics in Machine Learning: A Comprehensive Guide
Read time
28
min read
Triplet Loss: Intro, Implementation, Use Cases
Machine Learning
Triplet Loss: Intro, Implementation, Use Cases
Read time
15
min read
Logistic Regression: Definition, Use Cases, Implementation
Machine Learning
Logistic Regression: Definition, Use Cases, Implementation
Read time
min read
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Computer Vision
Human Activity Recognition (HAR): Fundamentals, Models, Datasets
Read time
15
min read
Cross Entropy Loss: Intro, Applications, Code
Machine Learning
Cross Entropy Loss: Intro, Applications, Code
Read time
12
min read
COCO Dataset: All You Need to Know to Get Started
Computer Vision
COCO Dataset: All You Need to Know to Get Started
Read time
12
min read
Vision Transformer: What It Is & How It Works [2023 Guide]
Machine Learning
Vision Transformer: What It Is & How It Works [2023 Guide]
Read time
8
min read
The Complete Guide to Generative Adversarial Networks [GANs]
Machine Learning
The Complete Guide to Generative Adversarial Networks [GANs]
Read time
14
min read
The Essential Guide to Pytorch Loss Functions
Machine Learning
The Essential Guide to Pytorch Loss Functions
Read time
10
min read
A Step-by-step Guide to Few-Shot Learning
Computer Vision
A Step-by-step Guide to Few-Shot Learning
Read time
14
min read
A Step-by-Step Guide to Text Annotation [+Free OCR Tool]
Machine Learning
A Step-by-Step Guide to Text Annotation [+Free OCR Tool]
Read time
9
min read
What is Synthetic Data in Machine Learning and How to Generate It
Machine Learning
What is Synthetic Data in Machine Learning and How to Generate It
Read time
14
min read
The Essential Guide to Data Augmentation in Deep Learning
Machine Learning
The Essential Guide to Data Augmentation in Deep Learning
Read time
11
min read
Mean Average Precision (mAP) Explained: Everything You Need to Know
Computer Vision
Mean Average Precision (mAP) Explained: Everything You Need to Know
Read time
9
min read
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