As seen on TV! Neural Enhance

From Alex J. Champandard:  As seen on TV! What if you could increase the resolution of your photos using technology from CSI laboratories? Thanks to deep learning and #NeuralEnhance, it's now possible to train a neural network to zoom in to your images at 2x or even 4x. You'll get even better results by increasing the number of neurons or training with a dataset similar to your low resolution image. The catch? The neural network is hallucinating details based on its training from example images. It's not reconstructing your photo exactly as it would have been if it was HD. That's only possible in Hollywood — but using deep learning as "Creative AI" works and it is just as cool! (github)

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Next-Level Vision with HALCON 25.05

Next-Level Vision with HALCON 25.05

HALCON 25.05 has been released on May 27, 2025. This new version includes numerous improvements, as well as a new technology that combines deep learning algorithms with classic methods. HALCON 25.05 sets new standards for machine vision, introducing Deep 3D Matching for robust bin picking, enhanced OCR accuracy, improved QR code reading on curved surfaces, and smarter camera integration.

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MVTec LLC

MVTec LLC

MVTec is a leading international manufacturer of software for machine vision used in all demanding areas of imaging like the semi-conductor industry, inspection, optical quality control, metrology, medicine or surveillance. In particular, software by MVTec enables new automation solutions in settings of the Industrial Internet of Things. MVTec is the developer and vendor of the general purpose machine vision software products HALCON and MERLIC.