As deployer/Maintainer I should be able to improve the Handwritten Digits model Accuracy with production datasets - Iteration 4

[dileep-gadiraju]

As deployer/Maintainer I should be able to improve the Handwritten Digits model Accuracy with production datasets - Iteration 4 :

As deployer/Maintainer I should be able to improve Handwritten Digits Accuracy by experimenting with open and synthetic datasets - Iteration 4.

Pre-requisite: Get handwritten layout sheets from the field with different users (considering demographics like gender, geography etc. of the users)

• Scan and collect image data of miss-predicted digits from the layout sheets filled by various users
• Generate Synthetic data from production data as needed.
• Prepare complete training data
• Training the next version of the model
• Inferencing and identifying optimal model version/checkpoint.
• Package with SaralSDK/SaralReference App to test in real-time.