Face Emotion Detection using YOLOv11 | Deep Learning with Python & OpenCV
🎭 Face Emotion Classification using YOLOv11 | Python + Deep Learning Tutorial
In this video, I’ll show you how to build a Face Emotion Classification System using the latest YOLOv11 Classification Model. You’ll learn how to download and organize your dataset, train YOLOv11 for emotion detection, and visualize predictions on test images.
We’ll go step by step — from dataset setup to model training and testing — all using Python, OpenCV, and Ultralytics YOLOv11.
🔍 What You’ll Learn
Downloading and preparing emotion datasets using gdown
Training a YOLOv11 classification model from scratch
Testing and visualizing emotion predictions with OpenCV & Matplotlib
Understanding model inference and results plotting
🧠 Emotions Detected
Anger 😠
Fear 😨
Happiness 😄
Neutrality 😐
Sadness 😢
🧩 Tools & Libraries Used
Python 🐍
OpenCV
Ultralytics YOLOv11
Matplotlib
gdown
YAML
💾 GitHub Repository
👉 GitHub Link: https://github.com/NitinCVOrbit/Face-...
#FaceEmotionRecognition
#YOLOv11
#YOLOClassification
#DeepLearning
#ComputerVision
#PythonProject
#EmotionDetection
#AIProjects
#MachineLearning
#UltralyticsYOLO
#OpenCV
#Python