Emotion Detection using CNN | Emotion Detection Deep Learning project |Machine Learning | Data Magic
Hello Friends,
In this episode we are going to do Emotion Detection using Convolutional Neural Network(CNN). I will do the step by step implementation starting for the dataset download, accessing data set, preprocessing images, designing CNN, training CNN , saving trained model and using that saved model to do the emotion detection on video or live stream.
Code link : https://github.com/datamagic2020/Emotion_detection_with_CNN
Emotion detection in 5 Lines using pre-trained model -: https://youtu.be/ERXqo_ZEnIo
=========== Time Code ===========
00:01 Introduction to Emotion Detection using CNN
01:21 FER 2013 Facial Expression Dataset
04:12 files in emotion detection project
05:52 Image preprocessing using Image Data Generator
08:09 Design/Create Convolution Neural Network for Emotion Detection
10:33 Train out CNN with FER 2013 Dataset / Train CNN for Emotion Detection
11:59 Save the trained model weights and structure
13:08 Test Trained Emotion Detection model
14:15 Load saved model
15:05 Access Video or Camera Feed for testing Emotion Detection model
16:20 Face detection with Haarcascade classifier
18:16 Detect and Highlight each face on video
20:06 Predict Emotion using model
20:21 Display Emotion on video
21:53 Emotion Detection Demo
24:58 emotion detection improvisations
Stay tuned and enjoy Machine Learning !!!
Cheers !!!
#emotiondetection #CNN #DeepLearning
Connect with me,
☑️ YouTube : https://www.youtube.com/c/DataMagic2020
☑️ Facebook : https://www.facebook.com/datamagic2020
☑️ Instagram : http://instagram.com/datamagic2020
☑️ Twitter : http://www.twitter.com/datamagic5
☑️ Telegram: https://t.me/datamagic2020
For Business Inquiries : datamagic2020@gmail.com
Best book for Machine Learning : https://amzn.to/3qCe0Rf
🎥 Playlists :
☑️Machine Learning Basics
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_E1iTkBrZWK_htO0hY4vcGK
☑️Feature Engineering/ Data Preprocessing
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_EnBmO1-E0Z81ArnE-zSR1a
☑️OpenCV Tutorial [Computer Vision]
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_GrjMHiGCYa0WyDZfxu-yTz
☑️Machine Learning Algorithms
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_EMlRyZDMlza6BkDO_fHlBG
☑️Machine Learning Environment Setup
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_FcSnxMLrlRaPaNy0b5gwId
☑️Machine Learning Model Deployment
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_FTveld2Whf1c5RfBMpxE38
☑️Machine Learning Projects
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_HpgksoXsjnO4cwVixa08df
☑️Kaggle Tutorial
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_Hy697WY2mNKl6LFezwbz8y
☑️Microsoft Lobe Tutorial
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_GqPm9fAQyJaJwBhLVQx8rX
Thank you for watching !!
Please Like, Comment, Share and Subscribe!!!
Hello Friends,
In this episode we are going to do Emotion Detection using Convolutional Neural Network(CNN). I will do the step by step implementation starting for the dataset download, accessing data set, preprocessing images, designing CNN, training CNN , saving trained model and using that saved model to do the emotion detection on video or live stream.
Code link : https://github.com/datamagic2020/Emotion_detection_with_CNN
Emotion detection in 5 Lines using pre-trained model -: https://youtu.be/ERXqo_ZEnIo
=========== Time Code ===========
00:01 Introduction to Emotion Detection using CNN
01:21 FER 2013 Facial Expression Dataset
04:12 files in emotion detection project
05:52 Image preprocessing using Image Data Generator
08:09 Design/Create Convolution Neural Network for Emotion Detection
10:33 Train out CNN with FER 2013 Dataset / Train CNN for Emotion Detection
11:59 Save the trained model weights and structure
13:08 Test Trained Emotion Detection model
14:15 Load saved model
15:05 Access Video or Camera Feed for testing Emotion Detection model
16:20 Face detection with Haarcascade classifier
18:16 Detect and Highlight each face on video
20:06 Predict Emotion using model
20:21 Display Emotion on video
21:53 Emotion Detection Demo
24:58 emotion detection improvisations
Stay tuned and enjoy Machine Learning !!!
Cheers !!!
#emotiondetection #CNN #DeepLearning
Connect with me,
☑️ YouTube : https://www.youtube.com/c/DataMagic2020
☑️ Facebook : https://www.facebook.com/datamagic2020
☑️ Instagram : http://instagram.com/datamagic2020
☑️ Twitter : http://www.twitter.com/datamagic5
☑️ Telegram: https://t.me/datamagic2020
For Business Inquiries : datamagic2020@gmail.com
Best book for Machine Learning : https://amzn.to/3qCe0Rf
🎥 Playlists :
☑️Machine Learning Basics
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_E1iTkBrZWK_htO0hY4vcGK
☑️Feature Engineering/ Data Preprocessing
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_EnBmO1-E0Z81ArnE-zSR1a
☑️OpenCV Tutorial [Computer Vision]
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_GrjMHiGCYa0WyDZfxu-yTz
☑️Machine Learning Algorithms
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_EMlRyZDMlza6BkDO_fHlBG
☑️Machine Learning Environment Setup
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_FcSnxMLrlRaPaNy0b5gwId
☑️Machine Learning Model Deployment
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_FTveld2Whf1c5RfBMpxE38
☑️Machine Learning Projects
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_HpgksoXsjnO4cwVixa08df
☑️Kaggle Tutorial
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_Hy697WY2mNKl6LFezwbz8y
☑️Microsoft Lobe Tutorial
https://www.youtube.com/playlist?list=PLTmQbi1PYZ_GqPm9fAQyJaJwBhLVQx8rX
Thank you for watching !!
Please Like, Comment, Share and Subscribe!!!