AI Vision Application
Budget: $1,500 – $3,000 AUD
We require an application to be built, that runs AI based detection on an incoming video stream (4k/hi-res), and generates crop coordinates (y1,x1,y2,x2) for a HD resolution output, in real time (or with as little buffering as possible).
The application would also need to apply some smoothing to the output coordinates.
We're looking for someone with experience in OpenCV and in particular, using OpenCV CUDA/GPU based coding.
The application will be used on the Nvidia Jetson ecosystem, and needs to utilize the Jetsons GPU and AI processing abilities (as opposed to using CPU based resources).
AI model framework can be at the choosing of the developer. We have done some testing around ONNX models and found the ONNX GPU runtime to be particularly effective.
The application would be coded in Python or C, this can be at the developers discretion.
On going work would be a strong possibility.
The application would also need to apply some smoothing to the output coordinates.
We're looking for someone with experience in OpenCV and in particular, using OpenCV CUDA/GPU based coding.
The application will be used on the Nvidia Jetson ecosystem, and needs to utilize the Jetsons GPU and AI processing abilities (as opposed to using CPU based resources).
AI model framework can be at the choosing of the developer. We have done some testing around ONNX models and found the ONNX GPU runtime to be particularly effective.
The application would be coded in Python or C, this can be at the developers discretion.
On going work would be a strong possibility.