Python Deployment Pipeline

Python scripts orchestrating the full model-to-firmware pipeline.

Python scripts orchestrating the full model-to-firmware pipeline.

This module group collects all Python source files that implement the ModelZoo Services deployment pipeline, from YAML configuration parsing to C code generation and firmware flashing.

Pipeline execution order:

user_config.yaml
      │
      ▼
stm32ai_main.py    ← Entry point, dispatches operation mode
      │
      ├── quantize.py        ← INT8 PTQ via TFLite Converter
      ├── preprocess.py      ← Dataset loading and normalization
      ├── postprocess.py     ← Heatmap / NMS decoder
      ├── evaluate.py        ← OKS/AP metrics
      │
      └── deploy.py          ← Deployment orchestrator
            │
            ├── gen_h_file.py      ← Generates app_config.h (Python→C bridge)
            └── common_deploy.py   ← ST Edge AI Core + STM32CubeIDE invocation
                  └── external_memory_mgt.py ← C source patching