QUOTE OF THE DAY:
“Nothing in life is to be feared, it is only to be understood. Now is the time to understand more, so that we may fear less” – Marie Curie
FACEBOOK WITH NEW MACHINE LEARNING SYSTEM NAMED ROSETTA
Facebook has developed and applied a new machine learning technology dubbed as ‘Rosetta’ to understand text in images and videos.
WHAT’S ROSETTA FOR?
Facebook is continuously working with Artificial Intelligence (AI) and Machine Learning (ML) to improve user experience in every way possible. This time, Facebook has developed a machine learning system ‘Rosetta’, which will help in reading and extraction of text from videos and images.
This will make Facebook more accessible for users, as it will help in more relevant photo search and also in integration of text into screen readers to make text more accessible for visually impaired Facebook users. For understanding text, Facebook is using text extraction model.
The extraction is performed in 2 steps:
- Text Detection: For text detection, Facebook implemented similar approach to that of Faster R-CNN, which detects and recognizes text simultaneously.
- Text Recognition: For text recognition, they are using CNN (Convolutional Neural Network) that is based on ResNet 18 architecture. ResNet18 architecture is good for accuracies and can be used as a sequence prediction problem.
For now, Rosetta has been deployed for several products within Facebook and Instagram. And for future updates, Facebook said,
“Motivated by Rotation Region Proposal Networks, we are working on extending Faster R-CNN with anchors of arbitrary rotations, as well as experimenting with Spatial Transformer Networks to learn and correct for arbitrary affine transformations between the detection and recognition stages.”
TRACK AND LOCATE YOUR BELONGINGS WITH SAMSUNG’S SMARTTHINGS TRACKER
Samsung’s SmartThings Tracker will be available for purchase from September 14th, which is a GPS enabled tracker connected with LTE-M networks for locating and tracking all your personal belongings.
WHAT SMARTTHINGS TRACKER IS CAPABLE OF?
SmartThings Tracker comes with several features and capabilities to track everything what matters to you most. With this tracker, it would be easy to locate a wallet, laptop case, a pet, or anything that belongs to you. These items can be quickly tracked in real-time with the help of Samsung’s Android and iOS compatible SmartThings app.
SmartThings Tracker can also be used by family members for staying connected. They just have to send a notification about the location to SmartThings app to alert family of their belongings.
And, as it is a smart tracker, it can also be used an arrival sensor, for example, turning on lights when you arrive in room. For this, the device needs to be within range.
WHAT FEATURES DOES SMARTTHINGS HAVE?
SmartThings Tracker has various features, which are as follows:
1. Track Everywhere With LTE-M –
SmartThings Tracker comes with LTE-M network technology, which opens a great range of signal coverage over Bluetooth. This allows tracking with more accuracy, be it indoors or streets. With this user would be able to track and send location from anywhere around the globe.
2. Real-time location updates –
It has features where any of the family members can instantly share location updates by sending a notification to the SmartThings app. For this, user just has to push the SmartThings Tracker’s power button twice. It also has a live tracking feature, with which you can track your belonging in real-time for up to 10 minutes.
3. Geofencing –
It creates zones that will alert you automatically when the Tracker enters in or out. For example, a pet leaving the backyard or like lights turning on when someone gets close to home.
4. Designed for rain or shine –
This tracker is ideal for every condition, be it indoor or outdoor. It also comes with IP68 water-resistance rating. Also, the product is very durable and has a battery life that can last up to a week on a single charge, which totally depends on usage.