https://github.com/automaticdai/jetson-object-detection
Real-time object detection and tracking with Jetson and Pytorch!
https://github.com/automaticdai/jetson-object-detection
computer-vision deep-learning jetson nvidia opencv pytorch
Last synced: 2 months ago
JSON representation
Real-time object detection and tracking with Jetson and Pytorch!
- Host: GitHub
- URL: https://github.com/automaticdai/jetson-object-detection
- Owner: automaticdai
- License: mit
- Created: 2025-10-03T17:03:33.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2025-10-24T17:28:37.000Z (8 months ago)
- Last Synced: 2025-10-24T19:20:51.495Z (8 months ago)
- Topics: computer-vision, deep-learning, jetson, nvidia, opencv, pytorch
- Language: Python
- Homepage:
- Size: 6.84 KB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# jetson-object-detection
Following the success of my other project, [rpi-object-detection](https://github.com/automaticdai/rpi-object-detection), I am making this new project focusing on Nvidia Jetson. As many configurations are different on Jetson, I think this is a better way to have a new repo, rather than a hybrid integration to support multiple platforms. Due to the on-board GPU, with Jetson, I am going to produce more interesting CV-based projects.
Star the project and stay tuned!
## Hardware
This repo is developed with Jetson AGX Orin, and it should support the following hardware:
- Jetson AGX Thor (2025)
- Jetson Orin Nano Super (2024)
- Jetson AGX Orin (2023)
- Jetson Orin NX (2023)
- Jetson Orin Nano (2023)
However, there is no support for older boards, including:
- Jetson Xavier NX (2020)
- Jetson Nano (2019)
- Jetson AGX Xavier (2018)
- Jetson TX2 (2017)
- Jetson TX1 (2015)
- Jetson TK1 (2014)
Note that this does not mean the code won't be able to run on these boards --- I just don't have the time and energy to test them.
## Requirements
- Jetson Linux
- Jetpack
- Opencv2
- Pytorch
## License
MIT License