How-to
Intro to AI and Machine Learning for Technical Managers
In 2013, Google acquired a company called DeepMind for 400 Million dollars. DeepMind at the time had no product and no revenue, but what they had was a team of the best brains in the world who worked on Machine learning and Deep Learning. In fact, between 2013 and 2015, all the technology giants(Facebook, […]
Continue ReadingHuman pose estimation using Deep Learning in OpenCV
I recently came across a very interesting use-case of computer vision and AI. Runners Need is a UK based sports shoe brand. They offer automated gait analysis using computer vision before they sell you a customized shoe. Gait analysis is a method for identifying biomechanical abnormalities in the way in which you walk or run. A video […]
Continue ReadingIntroduction to Generative Adversarial Network
Artificial Intelligence has improved quite a lot in the last decade. By improvement I mean we’re able to do things better than before as well as we can now do things that we didn’t even imagine, but now we and machines both can imagine. What ! machines can imagine ? Yes you heard it right ! […]
Continue ReadingDetailed Guide to Understand and Implement ResNets
ResNet is one of the most powerful deep neural networks which has achieved fantabulous performance results in the ILSVRC 2015 classification challenge. ResNet has achieved excellent generalization performance on other recognition tasks and won the first place on ImageNet detection, ImageNet localization, COCO detection and COCO segmentation in ILSVRC and COCO 2015 competitions. There are […]
Continue ReadingDeveloper Guide to Key Differences between Python 2 and 3
The Python 3 programming language was released in December 2008 and served as the next version intended to improve upon and replace Python 2. It introduced many syntactic revisions along with a much larger standard library to improve Python’s usability and programming experience. Due to these changes, Python 3 is not directly backward compatible with […]
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