Recently I built a Facial Recognition Mobile App using Oracle Visual Builder having set up the Facial recognition APIs using Tensorflow taking some inspiration from FaceNet. As highlighted above the app does the following: record a video of your face and send it to the API that generates various images and classifies them based on the label we provide at runtime. And in turn, invoke another API that is going to train the machine learning model to update the dataset with the new images and label provided. These two APIs will build a facial recognition Database. Once I have this, I can capture the face and compare that with the dataset I have captured earlier in my Facial recognition Database to output if the face exists in our system.
Here is a quick demo of the app :
Facial Recognition Demo in Action
One of the neat capability with Oracle Visual Builder is this feature Take Photo action that allows capturing the image using the device’s camera. However, the limitation with this functionality is that it doesn’t turn on the video recording on the device when the camera action is invoked as it is meant only for image capture. In this article, I would like to take you through the steps involved to enable video recording on the camera function in VBCS. Read the complete article here.
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