ResNet Breakthrough

Microsoft Research introduced Residual Networks (ResNets), which allowed for the training of significantly deeper neural networks, leading to dramatic improvements in image recognition accuracy and winning the ILSVRC 2015 challenge.

Significance

This breakthrough in deep learning architectures laid crucial groundwork, demonstrating the power of deeper networks for computer vision, which AWS and others would leverage in services like Rekognition.