MedTech company

Implementing computer vision models for a digital microscope scanner with augmented reality features

Problem

• Product development of a digital microscope scanner with augmented reality features
• Delineations need to be created around areas of cancerogenous cells
• High resolution images (1px = 2 micron, 400 Mpix)
• Delineations ready below 5 secs

Solution

• Pixel-wise predictions
• Choice of hardware and software architecture for the inference

Impact

• AI contribution to the product development (TensorFlow, Keras, ConvNets, fully-convolutional network)