The problem Cashierless-Counter solves

For example - Suppose where one time takes one minute to be scanned, so if a person with monthly shopping interest has 50 items then it will take 50 minutes. Along with that we have a long queue which consists of 4-5 persons. With our model you can reduce that 50 minutes to 1 minute. Time complexity is O(1) instead of O(n). Also we have introduced a new method of payment via crypto currency Solana.

Challenges we ran into

Data-Set: Collecting a proper dataset that it is well annotated was a tough task.

Solana:Integration of Solana qr and automatic payement gateway in the project as it was not genrating with the proper amount and the size, we fixed it by the docs of solana pay.

The UI : Creating an Ui from the perspective of our target customer . That includes old as well as new genration . So we had to make an easy ui with modern looks.