More than 85%
of all cyberspace data
is stored in pixels
we
understand
pixels
Backed by High-Tech Gründerfonds Google Cloud Platform Microsoft IBM

Visual Product & Object Search for your App, Website or Messenger Bot
Unified. Simple. Fast.

To find a product or a specific object in an image or video it is not enough to find their class. You have to use the full potential of all different technologies and neural networks to make it happen. That’s what nyris does.

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Image Matching API results
Hash Values
MD5:y94P33+rb+/Z/hL+xJZ8+Q==
SHA256:PEuuZJtsD63iHBSebul3PnNNYg/akSSKRMWLEccfO6k=
Perceptual:7480478976885064455
MD5:u23P323us/Z/hL-xJZ8+z63
SHA256:e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855
Perceptual:7891234753422435328935
MD5:y94P33+rb+/Z/hL+xJZ8+Q==
SHA256:PEuuZJtsD63iHBSebul3PnNNYg/akSSKRMWLEccfO6k=
Perceptual:8213709875345982
Fingerprint & Features
[0 1 1 3 3 4 5 6 6 7 7 4 3 4 4 5 4 4 5 0 9 0 9 0 8 7 6 5 4 9 0 9 0 9 0 9 0 8 7 6 5 4 6 6 0 0 0 0 9 0 9 0 8 7 6 5 4 ...]
[9 8 6 5 4 7 6 8 5 4 7 98 5 4 3 5 7 9 9 5 4 9 0 9 4 3 3 2 3 4 6 5 4 3 2 1 8 7 6 ...]
[0 1 1 3 3 4 5 6 6 7 7 4 3 4 4 5 4 4 5 0 9 0 9 0 8 7 6 5 4 9 0 9 0 9 0 9 0 8 7 6 5 4 6 6 0 0 0 0 9 0 9 0 8 7 6 5 4 ...]
Brand
Apple
Nivea
-/-
OCR
-/-
Nivea Men, 48, Fresh Active
-/-
General Classes
case, packaging, laptop, bird
Beauty, Personal Care, Can
Furniture, Chair
Custom Network
-/-
-/-
Pantone Chair, Cantilever Chair, Plastic, Smooth, Plain
Colors
cream
red
blue
grey
blue
white
white
Merging & Scoring results

Schnabelvogel Case
Product ID: ILP12384
Score: 0.98

Schnabelvogel Kissen
Product ID: KI12345
Score: 0.78

Schnabelvogel Wanduhr
Product ID: ILP12373
Score: 0.65

Fresh Active Spray
Product ID:816000103025
Score: 0.99

Pantone Chair
Product ID: 1740463
Score: 0.98


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nyris engine delivers results below 1 second

Your image passes several stages of recognition and you receive a unified, merged result as JSON Object. Below you can find the different image recognition technologies we use on our unique platform.

Fingerprint & Feature Extraction

Fingerprint & Feature Extraction

Each product or ad image has a set of high-level features or descriptor vectors, like a fingerprint. We extract those vectors and compare them with the vectors found in the image you submit to us. There is no need for QR codes to recognize your ads or printed media.

Hashing

Hashing

The hash value of an image is unique. We extract different hash values (MD5, SHA256, Perceptual) and store them while we process your image data. This helps us find very similar product images in a very fast and efficient way.
 

OCR

OCR

Any text information on the submitted image can be extracted and used to refine the search results from previous stages or to search within your product catalogue.

 

Logo Extraction

Logo Extraction

The unique shape of a logo can be easily recognized in an image and as with OCR, this information can be used to refine the results from previous stages.

 

General Classification

General Classification

There are many networks available for general classification like Google Vision API, Amazon Rekognition, IBM Watson or Clarifai. Those are great to get a general idea of the content of your image, is it a chair, a shirt, an apple or something else?

Custom Neural Networks

Custom Neural Networks

Sometimes you need to dig deeper into a class to make image recognition work for your products. And we will do it for you. We will train a unique neural network with your products to recognize all those sub-classes a general network can’t.

Product & Image Data Management

Product & Image Data Management

All we need to start is your product data feed. CSV, XML, TXT, JSON – we don’t care, we can import nearly every structured format you can provide. We also optimize and augment your images to improve image recognition while importing your data.

Manual Matching

Manual Matching

Our AI learns daily, like us. Sometimes we don’t match the correct product right away. But this data is not lost. We can match products manually and greatly improve the performance of our image matching solution for you with every image you send us.

Customized JSON Objects

Customized JSON Objects

It’s up to you what response you would like to receive. Do you need just the product IDs or the whole product data set including links, title, description, price etc? It’s your JSON template, just tell us what you need.
 



Simple Integration

We make the integration as simple as possible. Please contact us for more details.

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nyris - visual product search engine & object recognition SaaS