Computer Vision, Living on the Edge

We capture, organize and enjoy our photographs and videos on our personal devices, a.k.a. the edge. Mobius Labs licenses out lightweight, state-of-the-art computer vision algorithms that empower the edge with true visual intelligence.

Our Solutions

Mobius Vision SDK

Available as on device SDK or on premise installation

On Device SDK

On Device SDK

Our lightweight SDK is engineered to run on mobile devices with fast processing (20 ms per image on Snapdragon 820 chipsets), small size and a low energy footprint.

On Premise Installation

On Premise Installation

We license products for processing vast amounts of images directly on your local machines at your premise. This enables smooth integration and control over the data flow.

On Device SDK

On Device SDK

Our lightweight SDK is engineered to run on mobile devices with fast processing (20 ms per image on Snapdragon 820 chipsets), small size and a low energy footprint.

On Premise Installation

On Premise Installation

We license products for processing vast amounts of images directly on your local machines at your premise. This enables smooth integration and control over the data flow.

Customized Training: Anyone can now train an AI model!

Everyone has different visual preferences — so you should be able to teach a machine what you like. Want to find the photo that best communicates your style to your audience? Or are you looking for your personal highlights summary of your last trip? With the customized training feature of Mobius Vision SDK, anyone can now train an AI model by selecting a few pictures they want to see, and a few they do not want to see. Your customized model is ready in just a few clicks!

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//Train your custom model on positive/negative images
//Run training in a background AsyncTask
protected Void doInBackground(Void... VoidInput) {
  MobiusSDK.trainCustomModel(customModelKey,
      trainingFeaturesPos,
      trainingFeaturesNeg,
      new MobiusSDK.AsyncTaskTrainingProgressCallback(this));
  return null;
}

Similarity Search: Match style and content

They say a picture is worth a thousand words. Mobius Vision is able to search for images that are similar both in style and content. Simply provide a reference image, and let our powerful algorithms do the magic.

Key image for search
91% Similarity
86% Similarity
83% Similarity
77% Similarity
65% Similarity
61% Similarity
56% Similarity
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//Get visually similar images from a Bitmap and a set of features
int flag = MobiusSDK.SEARCH_KEYWORDING_ONLY; //Search only based on
// keywording information
ArrayList<Pair<?,Float>> result =
MobiusSDK.getSortedSearchResults(Bitmap bitmap, Map<?,float[]>
    cachedFeatures, flag)

Aesthetics: Find the best photos hidden in your photo collections

Mobius Vision comes shipped with a pre-trained, powerful aesthetics model that can be used for a variety of tasks, including sorting large image collections, finding the best images, as well as filtering out bad content.

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//Predict the aesthetics of an image from a Bitmap
float aestheticsScore =
MobiusSDK.predictAesthetics(bitmap).getScore();
94% Aesthetics score
88% Aesthetics score
85% Aesthetics score

Engineered for...

Speed

Speed

Our on-device models leverage GPU and DSP in mobile chipset hardware, and clock 18 millisecond to process an image/frame on a decent smartphone.

Privacy

Privacy

All the computation happens on-device, and your data never leaves your device. This makes sure that your privacy is preserved — always.

Simplicity

Simplicity

A few lines of code and the system is up and running — no installation hassle anymore! Engineers without knowledge of computer vision can easily integrate our solutions.

Speed

Speed

Our on-device models leverage GPU and DSP in mobile chipset hardware, and clock 18 millisecond to process an image/frame on a decent smartphone.

Privacy

Privacy

All the computation happens on-device, and your data never leaves your device. This makes sure that your privacy is preserved — always.

Simplicity

Simplicity

A few lines of code and the system is up and running — no installation hassle anymore! Engineers without knowledge of computer vision can easily integrate our solutions.

Get in touch

Industries

Smart camera assistants

Smart camera assistants

Our software lives on the edge to empower OEMs to offer exciting features to mobile phone and camera users. Recognizing key concepts in images to switch to a shooting mode or suggesting optimal cropping of visual data.

Empower app users

Empower app users

Use our custom models to build personalized visual experiences for your users on their local devices. Mobius Vision can sift through large collections of images and videos in seconds, uncovering visual content that suits your app’s style and intent.

Organize your image data

Organize your image data

The ability to serve the right content to a customer is key in any stock photo agency. Our powerful aesthetics model can be used to sort large bodies of visual data. Is your customer after a specific style? Then you can retrain the model to suit their style.

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