How to run NVIDIA NanoOWL tutorial

Keywords: NVIDIA Jetson, NanoOWL, object detection

Description

This wiki pages shows how to run the tree prediction with a live camera tutorial from NVIDIA NanoOWL. NanoOWL is a project that optimizes OWL-ViT to run real-time on NVIDIA Jetson Orin Platforms with NVIDIA TensorRT. NanoOWL also introduces a new "tree detection" pipeline that combines OWL-ViT and CLIP to enable nested detection and classification of anything, at any level, simply by providing text.

Set up

• One of the following Jetson:
  • Jetson Orin NX (16 GB)
  • Jetson Orin Nano (8 GB)
  • Jetson AGX Orin (32 GB or 64 GB)

• Running one of the following JetPack versions:
  • Jetpack 5 (L4T r35.x)
  • Jetpack 6 (L4T r36.x)