Manual Enhancement

The manual enhancement process of images can significantly improve low quality image and advance the level of recognition. During the workflow of image enhancement and improvement the manual enhancement can be a crucial step . This can be before running the image though our software and in some cases after and in some cases both before and after. 

Some areas in the image can be ignored by the algorithms but can easily painted in manually, or when details of one side of the face are missing, they can be cloned with the other side of the image. De-blurring is also very important as many low quality CCTV images suffer from motion blur.

Submit your images that you want to have enhanced below.

Frequently asked questions

About the Deep Learning models

How do we evaluate the reconstruction accuracy?

This remains difficult with real world images as the verifying source image is obviously not present. Therefore we output result from several models. Its then up to the user to choose which fits best.

What are the future developments to increase reconstruction accuracy?

We are constantly reviewing new studies in computer vision to stay on top of the latest technology in the field of image restoration and optimization. We are working on more than one approach to present a certain accuracy with each output result. 

One  alternative could be to use a downstream vision task e.g. face recognition, to optimize the super-resolution model. But that requires a clients database access where we will face privacy restrictions.

About the manual editing of images

How do you maintain reconstruction accuracy while manually editing the image?

As stated above. Our users have to determine what output fits there need best. Based on that result we edit the image manually. In general no facial structures are added manually. Mostly superficial modifications like skin structure, hair, sharpness, brightness, colorization, etcetera.

How can we be involved in the editing process?

In an expert workflow there is the option to review stages of results.

Do you also restore video files?

We currently do not offer to restore video files. However, we can assist in frame extraction for the best results for restoring your images.

About the legal side of image restoration for law enforcement

Is a restored image legal evidence?

Write the answer to the question here. This way, your visitors can easily pick the questions that matter to them, without being distracted by loads of text from the FAQ.

What privacy laws are applicable on restored images?

Countries have different privacy laws, therefore we cannot answer this question. To determine the privacy laws applicable in your country its important to know that a restored image contains new pixels (data) dat have been added by our software that are not present in the source image.

Is there a proven accuracy available?

At this point not. However we aim to offer only "state of the art" technology in the field of image restoration with deep learning models.

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