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Tag: #deeplearning

#012 TF Transfer Learning in TensorFlow 2.0

Highlights: In this post we are going to show how to build a computer vision model without building it from scratch. The idea behind transfer learning is that a neural network that has been trained on a large dataset can apply its knowledge to a dataset that it has never seen before. That is, why it’s called a transfer learning; we transfer the learning of an existing model to a new dataset. Tutorial Overview: Introduction Transfer…
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#011 TF How to improve the model performance with Data Augmentation?

Highlights: In this post we will show the benefits of data augmentation techniques as a way to improve performance of a model. This method will be very beneficial when we do not have enough data at our disposal. Tutorial Overview: Training without data augmentation What is data augmentation? Training with data augmentation Visualization 1. Training without data augmentation A familiar question is “why should we use data augmentation?”. So, let’s see the answer. In order…
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Skydio – Impossible Video, Now Possible

Skydio is an autonomous drone technology company that designs and develops GPS enabled software to navigate drones. Location:Redwood City, California Launch date: 2014 Total funding received:  < $3.5M Specialties: Aviation & Aerospace What Skydio does? Since 2014, Skydio has established its company which specializes in artificial intelligence, robotics and computer vision. Not until 2018 they launched R1 which was considered as a breakthrough in autonomous drones for customers and as a platform for commercial development. Nowadays,…
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AI helps blind and low vision people

With use of Artificial Intelligence and Augmented Reality, US company Aira makes lifes of blind people easier. Aira is a service that makes the world instantly more accessible for visually impaired people. They are passionate about transforming daily life of people who are blind or low vision so they can fully Engage, Explore and Experience their world. Through an app on your smartphone, or through an optional pair of Horizon Smart Glasses, Aira delivers instant…
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How drones can help your crops grow?

Agremo is one of the fastest growing startup in Europe that develops intuitive agricultural sensing and drone analysis platform for drone operators, growers, and agronomists. Location: Belgrade, Serbia Launch date: March 2018 Total funding received: €680K Funding Source South Central Ventures, StartLabs, FRACTALS For several years now, AgroTech startups from all around the world, have been making major and significant changes in the agricultural sector. Their goal is to help make this industry much more digitized and more modern.…
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