DNN From Model To Magic
Guide to loading models, blob preparation, and running inference with OpenCV DNN.
Topics Covered
- Model Loading - readNet, readNetFromONNX, various formats
- Blob Preparation - blobFromImage parameters
- Forward Pass - Running inference
- Output Processing - Parsing network outputs
- Model Formats - ONNX, TensorFlow, Caffe, Darknet
Tutorial Files
| File | Description |
|---|---|
01_dnn_basics.py |
Loading models, blob preparation, inference |
02_dnn_video.py |
Real-time video inference |
03_dnn_formats.py |
ONNX, TensorFlow, Caffe model formats |