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://ift.tt/S5FhVzK 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://ift.tt/8ptsHyK ☑️ Instagram : https://ift.tt/AnSzl4a ☑️ Twitter : http://www.twitter.com/datamagic5 ☑️ Telegram: https://ift.tt/u4LVIpA 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!!!
via YouTube https://www.youtube.com/watch?v=UHdrxHPRBng
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