Checking Data Processing Configuration
- Check that the input data and input data processing configuration of the OM model are consistent with those of the benchmark network.
- Check the AIPP configuration.
AIPP (short for Artificial Intelligence Pre-Processing) is introduced for AI Core–based image preprocessing including image resizing, color space conversion (CSC), and mean subtraction and factor multiplication (for pixel changing), prior to model inference.
Incorrect AIPP configuration will lead to inaccurate input data for model inference. Check the AIPP configuration by referring to "Advanced Features" > "AIPP" in ATC Instructions. Correct the AIPP configuration, re-convert the model, and run inference on the new model.
- Check that the postprocessing configuration is consistent with that of the benchmark network.