Hardware
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Software
RKNN Toolkit: a python toolkit for AI
RKNN-Toolkit provides for users the development kit of model conversion, inference and performance evaluation based on PC, RK3399Pro, RK1808 hardware. Users can easily implement below features with the provided python interface:
- Model conversion
- Quantization function
- Model inference
- Performance evaluation
- Memory evaluation
- Model pre-compilation
- Model segmentation
Custom OP
RKNN API: API to access the NPU
The RKNN API is an NPU(Neural Network Unit) acceleration interface based on Linux/Android. It provides a set of application programming interfaces (APIs) that based on NPU hardware acceleration, developers can use this API to develop AI related applications, the API will call the NPU hardware accelerator.
ROCK X SDK: The rapid AI application components
ROCK-X SDK is a set of components libraries for RK3399Pro/RK1808 platform. Developers can build rapid AI applications with ROCK-X SDK API. Currently the following features are provided:
| Classification | Functions |
|---|---|
| Object | Human detection, vehicle detection, object detection |
| Face | Face recognition, face critical features detection |
| Plate | Plate detection, Plate recognition |
| Pose | Body pose estimation, hand pose estimation |