A feasibility study is the next (optional) step in the project. The client which provided the samples defines its goal for the recognition of certain types of objects or certain features of objects which would be required in order to implement their desired process.
The result of the feasibility study gives an estimate of the detection reliability level which can be achieved for the client’s goal, based on the sample data.
The analysis can be further elaborated based on the client’s utility function (preference for false positives / false negatives) and desired detection speed and resolution in the real environment.
The process of defining the scope of the feasibility study requires at least a short (online) workshop with experts from both sides, which is also a basis for the commercial proposal.