Request: Offline AI Model Conversion Tool Access for Traffic Sign Detection POC

Arduino AI
4

Hi @krish_tyger ,

  1. You might need to modify the models/yolo.py file in the YOLOv7 repo. Kindly refer to the guide NN Example (Yolov7_tiny) to modify the forward function within class Detect. Please take note of the part of Convert PyTorch to onnx. You may also refer to this related forum thread, YOLOv7-tiny .nb (NBG) model inference shows no bounding boxes on Amb82-mini
  2. No, you do not need to manually adjust the pegasus import script’s outputs, it’ll be automatically handled by the toolkit.
  3. Yes, reparameterization script is needed as the toolkit does not handle reparameterization process.

Thank you.