Скачать или смотреть Building Human Facial Emotions Detection Using Deep Learning CNN | Visual Emotions Detection Python

#datascience #deeplearning #keras #aiwithnoor
Discover how to detect human facial emotions using deep learning with CNN in Python. Learn about data preprocessing, model architecture, and real-time emotion recognition.
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Resources:
Blog:   / deep-learning-with-keras-2025  

Kaggle Notebook: https://www.kaggle.com/code/noorsaeed...

Dataset: https://www.kaggle.com/datasets/jonat...

GitHub: https://github.com/611noorsaeed/Human...

Save Model: https://www.kaggle.com/models/noorsae...
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Timestamps:
00:00:00 - Introduction
00:01:40 - About Dataset?
00:02:17 - Project Roadmap?
00:04:01 - Imports
00:08:37 - Data Loading & Preprocessing
00:13:05 - Exploratory Data Analysis (EDA)
00:17:03 - Building CNN For image Classification
00:29:13 - Classification Report and Confusion Matrix
00:32:43 - Prediction System
00:39:24 - Flask App With UI?
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Kaggle: https://www.kaggle.com/noorsaeed