Hansanet
Hansanet is an image quality assessment AI software developed to quantify the
gradability of an input image. It is developed using a state-of-the-art deep
learning model, that is capable of identifying underlying
features using a soft attention mechanism. Hansanet is tailored to run on
edge devices such as mobile phones, raspberry pi, etc. Hansanet solves one
major issue of ungradable images caused by the inexperienced
operators, poor lighting, artifacts, etc, due to which there can be a delay
in reporting or in worse scenario false reporting. Using Hansanet, we
minimized the failure-rate (inability to click good image) of
an operator to zero percent.