Model Implementation Documentation
Goals of the model
- Take in an image taken by the camera and return null,
or a bounding box that has been calculated for the image
CDR
Current Progress on the model
- Proof of concept model implemented in sauron
- Hardcoded image file
- detects baseball players and draws bounding boxes
- then displays the image with bounding box overlay
- The model is a yolo model in ONNX format
- This model also had its ONNX Intermediate Representation (IR)
changed to a lower version
Brainstorm and Plan for what to do next
Brainstorm
- Train New Model
- Make a jupyter notebook for this
- Split the Model Proof of Concept into classification and visualization
Resources