🔍 Question

• How to Classify Rock, Paper, Scissors Picture Using TensorFlow ?
• How to Utilize TensorFlow Lite to Deploy Our Model ?

Data

• Split Data into Train and Validation
• Data Augmentation Using ImageDataGenerator

Model

• Creating CNN Model to Classify Multi Class on 5 Train Loop
• Model Performance on Train Dataset in 5 Training Loop

• Model Performance on Test Dataset in 5 Training Loop

Model Deployment

• Model Deployment on TensorFlow Lite : Create 1.3 MB TensorFlow Lite Model Using CNN Model
• Model Deployment on FastAPI
• Model Deployment on TensorFlow Serving

⚔️ Others

Hut Project is Part of Belajar Machine Learning Untuk Pemula Final Project Submission