T/SZROBOT 0005-2023 Mounting edge visual module technology requirements for intelligent chips

Scope

Scope: This document specifies the technical architecture, hardware layer, framework layer, tool testing, and algorithm layer requirements of edge vision modules equipped with smart chips. This standard applies to all types of edge vision modules equipped with smart chips. Note: When there are relevant dedicated product standards, the product standards take precedence over this standard. Main technical content: 1. Scope 2. Normative reference documents 3. Terms and definitions 3.1 Bitstream 3.2 Computer microarchitecture 3.3 Edge computing 3.4 Embedded multimedia card (eMMC) 3.5 Flash memory 3.6 Noise 3.7 Photodetector 3.8 Tensor 4. Technical architecture 4.1 Overall architecture 4.2 Hardware layer 4.3 Framework layer 4.4 Tool layer 4.5 Application layer 5. Edge intelligence module hardware layer 5.1 Module significance 5.2 Functional requirements 6. Edge intelligence module framework layer 6.1 Image signal processor 6.2 Tensor processor 6.3 Floating-point execution unit 6.4 Field-programmable array 7. Edge intelligence module tool layer 7.1 Model parsing 7.2 Model quantization 7.3 Model accuracy evaluation 7.4 Model deployment 8. Edge intelligence module algorithm layer 8.1 Target classification network technical requirements 8.2 Target recognition network technical requirements 8.3 Semantic segmentation network technical requirements 8.4 Super-resolution network technical requirements 8.5 Image denoising network technical requirements

Development Information

Related Standards