The world’s first all on-device video and image enhancement app based-on deep-learning
There are many images in our albums which are far from ideal due to bad lighting conditions, low resolutions of old cameras, or incorrect automatic setting of the camera.
There are different image enhancement Apps (Letsenhance.io and Google DeepAngel) that improve the quality of images or edit them automatically through advanced artificial intelligence. These apps require users to send their images to their cloud to process them. This increases the risk of getting hacked, scandalized, or abused and potentially violates the privacy of millions of users. This is all because these apps work based on deep-learning that is computationally heavy and requires strong GPU servers.
To guarantee the user’s privacy a novel App, namely Sensifai Image and Video Enhancement App runs all artificial intelligence and deep-learning algorithms locally on smartphone chipsets and does not transfer your private data out of your phone. This app offers a fast and end2end approach to increase the lighting in dark pictures, improve contrast and brightness, shoot up the resolution, and adjust tones. This is an on-device, smart-enhancement App that can help millions of people enhance their video/image archives while guaranteeing full control over their personal data.
The software which is publicly available as an SDK as well as an Android App works in three modes: automatic enhancement, superresolution, and manual improvement. One can use one of these modes to enhance a specific picture according to a required correction and modification.
In automatic enhancement mode, the software applies a deep-learning model to automatically improve your image quality. For example, it increases the lighting of the images and improves the brightness without any effort from the users. Then it shows both images before and after the enhancement and lets the user compare them and save the enhanced image or remove it.
In superresolution mode, the program helps to increase the resolution of the images automatically using a deep-neural network system.
In manual improvement mode, the software provides a set of tools such that the users apply different filters manually to re-color or adjust the brightness of the picture. This mode is also accessible after an image was treated in superresolution or automatic enhancement modes.
Sensifai has developed specific deep learning architectures for the smartphone chipsets of most major smartphone manufacturers. With this technology, one can enhance users’ images/videos and develop many other important AI-based apps that do not need any connection to the internet.
Further extensions of Sensifia smart-enhance App also allow users to detect and blur people’s face or vehicle license plate in realtime. This feature helps users to be compliant with GDPR and avoid unwanted violations of other people’s privacy while recording video in public areas such as museums, live- broadcasting, or sharing images/videos in social media.
(Syndicated press content)