NVIDIA CAR CLASSIFICATION

  • Description
    A remake of a sample from Nvidia DeepStream SDK demonstrating a five-step pipeline detecting cars and classifying them by type, color, and make.
  • Key Features
    — Car detection with ResNet10
    — Type, color, and make classification with ResNet18
    — Vehicle tracking with Nvidia Tracker
  • End-To-End Performance
    — 157 FPS on Nvidia A4000
    — 44 FPS on Jetson NX
Go to the repo