
NVIDIA
eyecontact
DownloadableEstimate gaze angles of a person in a video and redirect to make it frontal.
Getting Started
NVIDIA Maxine Eye Contact NIM uses gRPC APIs for inferencing requests. Following instructions demonstrate the usage of Maxine Eye Contact NIM model using Python client.
Prerequisites
You will need a system with git and Python 3.10+ installed.
Download the NVIDIA Maxine Eye Contact Python client
Download code by cloning the gRPC Client Repository:
git clone https://github.com/NVIDIA-Maxine/nim-clients.git
cd nim-clients/eye-contact/
Install the dependencies for the NVIDIA Maxine Eye Contact Python client:
sudo apt-get install python3-pip
pip install -r requirements.txt
Run Python Client
Navigate to the scripts directory
cd scripts
Send gRPC request
python eye-contact.py --preview-mode \
--target grpc.nvcf.nvidia.com:443 \
--function-id 480bffcb-6fea-4571-9741-eb50212c9c0f \
--api-key $NVIDIA_API_KEY \
--input <input file path> \
--output <output file path and the file name>
Example command with sample input:
python eye-contact.py --preview-mode \
--target grpc.nvcf.nvidia.com:443 \
--function-id 480bffcb-6fea-4571-9741-eb50212c9c0f \
--api-key $NVIDIA_API_KEY \
--input ../assets/sample_transactional.mp4 \
--output ../assets/output.mp4
Note the requirements for input file:
- The supported file type is mp4 with H.264 codec.
- The size limit for input file is 1 GB.
- It can take up to 10 mins to process large input files.
Refer this documentation for more information.