AI Machine Learning Services

Machine Learning relies entirely on data. The quality of any AI system depends on the quality of the data set used for it's training. Building high-quality training sets is expensive and time-consuming. In many cases the most effective way to accomplish the aims of the Machine Learning project is to outsource the construction of the training data set to a specialist.

Our company provides following Machine Learning Services:

• Image & Video Labeling
  • Image labeling: assigning a category (or categories) to an image.
  • Bounding box labeling: labeling of the objects or features in an image by defining bounding boxes connected with defined categories.

    

  • Polyline labeling: labeling of the objects or features in an image by defining precise polylines connected with the categories.
    
    

  

• Data Collection – our company has Object Recognition Database build from scratch. Object Databse is unique and has no refrences to other databases available on the market. Our custom build Object Database Technology enable us to build large learning sets for Machine Learning tasks. Using our technology we can also create a special collection of objects and classes customized to your needs.

  

• Data set transformation – Machine Learning (as well the whole AI) benefits from an abundance of robust technologies and frameworks, often solving the same problem in a different way. The challenging side-effect of that fact is that it is not trivial to transform the training sets between different frameworks or even different models running on the same frameworks. Thanks to our Object Database Technology we are able to simplify the training data transformation process, in case of typical models to a single import-export operation. This is especially useful in research projects, where multiple experiments are conducted to select the best matching model. We working with models based on following platforms:
  • Torch
  • Keras
  • Café
  • Darknet
  • Tensorflow
• Machine Learning Execution - we have access to flexible and extensive Machine Learning environment. We offer a smart and efficient service of ML execution. We can supervise your Machine Learning task from Data Collection, Data Annotation to Server Machine Learning

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