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Generating photos automatically for the teaching phase of image recognition AI algorithms
The most popular areas of AI is image recognition, speech recognition and big data analytics. In the core of all these areas you can find the essence of AI – the algorithms. These are the products of the AI systems – which need huge amount of data to come up with these algorithms.
In the optimal cases these data is already available from some source – years of recordings, saving transaction logs, sensor data, etc. In the case of image recognition this is not that simple. To make the an object recogniser AI you need thousands of images with that object on it and the question is how will you prepare those – making them yourself with a camera in the hand and placing the object in numerous places. This seems to be unreal.
Our POC projects offers a solution to this problem by preparing these photos automatically. It uses the 3D model of the object and places it at various orientations on regular images.