Deep AI is providing to the community weekly AWS AMI builds of open-source deep learning server Deepdetect

Deep AI is providing to the community weekly AWS AMI builds of open-source deep learning server Deepdetect

Starting this week Deep AI is providing automated AWS AMI builds of the open-source deep learning server Deepdetect (http://www.deepdetect.com/). The AMI is bundling Deepdetect with a set of state-of-the art deep learning models ready to be used for common tasks such as e.g. gender detection. The AMI also comprises a directly usable web frontend to […]

Google researchers refine inception architecture a second time

Google researchers refine inception architecture a second time

In paralell to MSRA’s release of their winning architecture of the ILSVRC 2015 researchers from Google have released a substantial improvement of their inception architecture (their winning model of ILSVRC 2014, improved in Feb 2015 by the introduction of batch normalization). The improved architecture is called inception v3 and is on par with MSRA’s winning architecture […]

Microsoft Research Asia (MSRA) is winning both Imagenet Detection and Localization Challenge 2015 as well as MS COCO Detection Challenge 2015

Microsoft Research Asia (MSRA) is winning both Imagenet Detection and Localization Challenge 2015 as well as MS COCO Detection Challenge 2015

Using very deep convolutional neural nets with relatively low complexity together with region proposal networks (Faster RCNN) MSRA wins both Imagenet Detection and Localization Challenges 2015 and MS COCO Detection Challenge 2015 (ILSVRC 2015, MS COCO 2015). By inserting shortcut connections it is becoming feasible to learn extremely deep networks (up to 152 layers) succesfully and […]