Live Emoji | #2 Training and Inference | deep learning | ml project python

Welcome to the new video in this particular video I explained the data loading and training part as well as doing inference part from the trained model. In this video I tried explaining you how to address new idea using neural networks with the example of my recent project called live emoji. Live Emoji, This project takes in live video feed and converts the input feed to predicted emoji. Hope you would enjoy this project. This is live emoji predictor based on input given data. This project uses mediapipe for the keypoint extraction. The keypoints of face, left and right hand are extracted using mediapipe. Then these keypoints are collected as saved as numpy file. Later in the training part these saved keypoints are given to the dense neural network for training part. After that of training the model is saved. Then in the inference the model is loaded and same way keypoints are extracted and given as input to the model for the prediction. That is all about the working of this project. This project as expected live generates the emoji based on the emotion. code - https://github.com/Pawandeep-prog/liveEmoji timesteps: 0:00 - Welcome 0:35 - What we'll do 1:00 - Creating files 1:30 - Collecting some data 2:20 - Coding data loading part 8:10 - Encoding y {String to Int} 14:04 - Building model 17:15 - Training Model 17:30 - Shuffling Data 21:05 - Saving model and labels 21:57 - Coding Inference part 28:28 - Final Output 28:40 - Adding and training more data 29:38 - More Output If you have any queries regarding any of the topic I discussed in this video feel free to talk to e using below links: facebook : https://m.facebook.com/proogramminghub instagram : @programming_hut twitter : https://twitter.com/programming_hut github : https://github.com/Pawandeep-prog discord : https://discord.gg/G5Cunyg linkedin : https://www.linkedin.com/in/programminghut youtube : https://www.youtube.com/c/programminghutofficial keys, live emoji,ml project,dl project,college project ideas,college project with source code,live emoji mediapipe,mediapipe,tutorial,part 2 data training,model building,programminghut,programming hut