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• Models Testing

  Testing the models using the three different manipulated dataset for the different attacks: - Patch Attack: Sticker attached to the road signs; - Bent Attack: Malformation of the structure of the sign (Only the sign itself, not the post); - Camera Manipulation Attack: Filter added to the camera to simulate hardware malfunction on the car.

  No due date

  •5/5 issues closed
  100% complete0 open5 closed

• Models Training

  Training and validation of the four models - Random Forest; - CNN; - AlexNet; - YOLO The Training and Validation will be done with the original dataset (the non manipulated one)

  No due date

  •4/4 issues closed
  100% complete0 open4 closed

• Dataset Creation

  This phase will include three main steps: - Map and Object Customization; - Data Collection: Acquiring raw images; - Data Preparation: Image modification to make them compatible for the training, validation and testing.

  No due date

  •4/4 issues closed
  100% complete0 open4 closed