Inspiration
We need to scan or take picture the inventory items one by one to get the barcode or the QR Code.
What it does
Using a single snap of camera, AI can detect multiple QR codes. With multiple QR codes detect, we can also count how many inventory items in that picture.
How I built it
Using ML model from https://aws.amazon.com/marketplace/pp/prodview-avylkh3xuqs3e?ref_=srh_res_product_title
Challenges I ran into
-At the moment only can recognize five out six boxes. Although I had increased the instance into ml.m5.12xlarge but the QR recognition ML couldn't detect all of those six boxes. -To recognize a single QR code need to take multiple pictures as Sagemaker return 500 error code. -Not all QR code can be read. -It took more than 30 minutes pending to get the Sagemaker Notebook instance to be ready. -Many failures batch transform jobs
Accomplishments that I'm proud of
What I learned
Need also allocate time and effort to do demo and presentation.
What's next for CountMyBoxes
Create mobile app and integrate it with camera
