cvat
Computer Vision

CVAT: Computer Vision Annotation Tool

Guide to CVAT, the computer vision annotation tool. The best features, advantages, and limitations you need to know.
image classification
Computer Vision

A Complete Guide to Image Classification

Modern Image Classification in Computer Vision: How Machine Learning and Neural Networks drive the performance of Image Classification.
openpose on coco dataset
Deep Learning

The Complete Guide to OpenPose

The OpenPose library uses neural networks to perform real-time human body pose estimation for single- and multi-person video analysis.
yolo11
Computer Vision

YOLO11: A New Iteration of “You Only Look Once”

YOLOv11, released in Oct 2024, provides high processing power, efficiency, and compatibility for cloud and edge devices.
xai
Deep Learning

Explainable AI (XAI): The Complete Guide (2025)

Why did your model give that output? Learn how explainable ai gives insight into model decisions for trust and accountability in ML systems.
pattern recognition
Deep Learning

What is pattern recognition? A gentle introduction

Easy to understand guide about Pattern Recognition with AI and Machine Learning. The forms, methods, and examples you need to know.
image recognition
Computer Vision

Image Recognition: The Basics and Use Cases

What you need to know about Image Recognition. How it works. The most popular AI Image Recognition algorithms today.
emotion recognition
Deep Learning

AI Emotion Recognition and Sentiment Analysis

AI emotion recognition is a field of computer vision focusing on facial emotion detection and automatic sentiment analysis from visual data.
computer vision tools
Computer Vision

12 of the Most Popular Computer Vision Tools

Find the best Computer Vision tools and software. End-to-end, deep learning, real-time vision analysis, and more.
neural activation mechanisms
Deep Learning

Neuron Activation Mechanisms Deep Dive

Neuron activation is where a neuron fires, transmitting signals in the brain or artificial neural networks, influencing information flow.
Optical Flow OpenCV
Deep Learning

Optical Flow – Everything You Need to Know

Optical flow tracks the motion of objects within a sequence of images or video frames. In this blog we cover use cases, techniques, and more.
transfer learnnig
Deep Learning

Ensemble Learning: A Combined Prediction Model Guide

Ensemble learning mitigates the weaknesses of individual models while enhancing their predictive accuracy and robustness.
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