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Autonomous Driving

Top 12 Popular Autonomous Driving Datasets That Can Get You Started Immediately

The automotive industry has rapidly accelerated its research in the last few years, and here’s our curated list of the most popular autonomous driving datasets you must explore.
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Machine Learning

The Top 10 Open Image Datasets For Machine Learning Research

Check out the Best 10 Image Datasets For Machine Learning Research. This can be used for certain fundamental computer vision problems such as classification, detection, and segmentation.
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Machine Learning

Small-Object Detection: Traffic Light and Face Detection Using Deep Learning

Object detection has been one of the fundamental problems that computer vision is trying to solve. Deep learning approaches on datasets such as PASCAL VOC, MS COCO based on R-CNN, Fast R-CNN, YOLO and several other approaches have been the state-of-the-art in object detection.
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Autonomous Driving

Autonomous Driving Levels 0-5 Explained

Autonomous driving is no longer sci-fi, it’s become a reality and soon to be hitting our streets. Every week, Autotech companies are announcing their plan for self-driving tech. But, no two autonomous driving technologies are exactly alike.
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Computer Vision

Comparing the Top Computer Vision APIs for OCR

Sunday Afternoon. You come across a magazine ad for solitaires, but it is the model wearing a perfect white sundress that catches your attention. What if you could take a picture of the dress and upload it, so an app could help you find a dress just like that one?
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Inside Playment

2017: Year in Review & Look Ahead

In 2017, we set out to make it faster and easier to gather training data with Playment. We gained 16 new team members, nearly doubling the team size to 40 folks. Nearly 300, 000+ qualified players joined the platform performing more than a million annotations for our customers every week.
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Machine Learning

The Top Artificial Intelligence Glossary of Terms (A-Z)

With so much research in AI and evolving applications, it can be difficult to keep track of all the confusing terms in artificial intelligence. In this post, I attempt to pen-down common terms and their definitions that crops up when discussing artificial intelligence. You can use this as a handy reference tool in 2017 and beyond.
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Data Security

What Does GDPR Really Mean for the Autonomous Vehicle Industry

On May 25, 2018, the general data protection regulations (GDPR)—Europe’s new data, privacy, and user consent regulations—take effect. Since we know that, autonomous vehicles are set to have a global impact on our relationship with mobility. At the same time, you will be generating a lot of personal data whilst driving,
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Autonomous Driving

Playment Partners With Ouster to Simplify Lidar Data Annotations

Today, almost all autonomous vehicle companies targeting level-5 autonomy use a setup involving LiDARs calibrated together with cameras working in sync to perceive the world around them.
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Computer Vision

Loss Functions for Computer Vision Models

Machine learning algorithms are designed so that they can “learn” from their mistakes and “update” themselves using the training data we provide them. But how do they quantify these mistakes?
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