Completed this week:
- Changed the model to MobileNet v2 SSD COCO from ssd_mobilenet_v2_coco because it has a better balance between speed and accuracy for specifically working on a Raspberry Pi
- Ran into TensorFlow issues on the AWS cloud with the current server our instance on so currently worked on the desktop
- Configured the new model and set up the classes in the Python code along with a few of the main functions
- The model is being implemented through a Transfer Learning Framework
For next week:
- Finish the code for the pipeline (feeding the images into the model)
- Output the image and see if it’s being classified correctly
- Might need to make any changes to the code based off of that