GstInference example applications
Make sure you also check GstInference's companion project: R2Inference |
This section provides a series of applications that exemplify how to use GstInference in an application. They also serve as placeholders for extending the prediction with custom logic.
- Classification
- An example using InceptionV4 to classify the frames from a video file in one of the 1000 possible classes. The example provides a placeholder for external code.
- Detection
- An example using TinyYoloV2 that receives an input video file and detects objects in each buffer. There are 20 different possible objects to detect.
- Embedding
- An example using FaceNetV1 that receives an input video file and process metadata in each buffer to detect if a metadata belongs to a valid face.
- Smart Lock
- An example application using FaceNet to implement an smart lock that uses face recognition to open a door.
- DispTec
- A quick and easy guide to get a simple GstInference example running on either a computer running Ubuntu 18.04 or a NVIDIA Jetson TX2.