Cases & Demos
Browse our selection of samples and demos highlighting the capabilities of our computer vision framework. They provide a practical starting point for understanding Savant's capabilities. Get started at your own pace: samples are organized from introductory to advanced.
Person Counting
Demonstration of how to count objects located in the defined polygonal areas with the PeopleNet detection model and Savant.
RT-DETR Object Detection
Demonstration of how to use the innovative RT-DETR model with Savant.
Person Detection & Anonymization
The demo shows the use of PeopleNet and OpenCV CUDA to detect people and their faces and modify the video stream to anonymize persons.
Car Classification
The sample shows how to use the models from Nvidia Zoo to detect and classify cars.
Traffic Metering
Traffic metering demo using YOLOv8 or PeopleNet with Graphite and Grafana.
Car License Plate Recognition
License plate recognition using YOLOv8 and NVIDIA NGC models.
Age/Gender Prediction
Age and gender prediction using YOLOv5-Face and a custom model.
Video Upscaling / Super-Resolution
The demo shows how to enhance video (x3 upscale) in real time with a super-resolution model.
PyTorch Serving
The sample demonstrates how to serve PyTorch inference and postprocessing code with Savant.
Simultaneous Multi-resolution Video Transcoding And RTSP Broadcasting
Demo, showing how to use Savant to simultaneously transcode multiple incoming streams to outgoing streams in several resolutions like FHD, HD, SD, etc.
RTSP Streams synchronization
The demo shows how two RTSP streams can be synchronized using RTCP sender reports and NTP.