❔ Question

• How to Classify Cat or Dog Using MobileNet Model on TensorFlow ?
• How to Utilize TensorFlow Lite to Deploy Model on Edge Device ?

💻 Ontech

🚀 Output

• Using MobileNet on Cats and Dogs Object w/ Objective to Classify Binary Classificiation.
• Using MobileNet Help to Build High Accuracy Classifier Model
  • Lab 01 : 0.88 on Training + 0.87 on Validating
  • Lab 03 : 0.97 on Training + 0.97 on Validating + 0.96 on Testing
• Using TensorFlow Lite to Deploy Model on Android with Model Size 3.2 MegaByte
• Another Method is Using FastAPI

Lab 01

• Training Metrics on 10 Training Loop

• Testing Metrics on 10 Training Loop

Lab 03

• Training Metrics on 5 Training Loop

• Testing Metrics on 5 Training Loop

📘 Others

• Model on FastAPI ?