NAXCON group is offering expert solutions to AI solvable image and video problems based on deep learning. Our partner at CAL (Cameras and Algorithms Lab, Gdansk University of Technology, Poland) has more than 12 years of expertise and practical experience in image and video processing for various fields of application. For example, automation of manufacturing processes, quality assurance, surveillance & security and medical / dental interventions and diagnosis.

Focus of our solutions lies in developing neural models for visual information processing and (self-)supervised machine learning that train the models on temporal, continuous, scarce, clean, and noisy data (see pictures of various applications). Our team can create single and multi-camera system solutions, backed up by auxiliary modalities and efficient edge computing.

 For anyone really into deep learning, we are specialized in:

• image and video reconstruction (denoising, deblurring, colorization, stabilization)
• image and video recognition (detection, segmentation)
• video motion estimation (dense, sparse, short, long)
• video datasets (real, pseudo, synthetic)