Alphanumeric Recognition using PyTorch and Flask deployed on Jetson Nano
Draw an alphabet or a digit in the left box.
The predicition and its probability will be shown in the the right box.
This is a very basic end-to-end Machine Learning application. Hereunder a non-exhaustive list of functionalities that could be added.
Hyperparameter optimization ; Neural network pruning ;
Center and crop image ; Show top-n predictions ;
Model versionning ; Load balancer in a cluster ;
Add correction and submit options - Re-train...