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Self Driving Car

self driving project using nvidias model

steps:

1- Create the model

  • Initialize Data
  • Visualize and Balance Data
  • Prepare for processing
  • Split for Training and Validation
  • Data Augmentation
  • Data Preprocessing
  • Batch Generator
  • Creating the Model
  • Train the Model
  • Save and Plot the Model

2- Convert h5 model to tflite model

3- raspberry pi code:

  • Driving with keyboard
  • Self driving mode using ML model
  • Braking system using ultrasonic sensors
  • Recoding mode to retrain ML model