Computer vision for self-driving cars https://abs.twimg.com/emoji/v2/... draggable="false" alt="🧠" title="Gehirn" aria-label="Emoji: Gehirn"> https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚙" title="Wohnmobil" aria-label="Emoji: Wohnmobil">

There are different computer vision problems you need to solve in a self-driving car.

https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Object detection
https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Lane detection
https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Drivable space detection
https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Semantic segmentation
https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Depth estimation
https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Visual odometry

Details https://abs.twimg.com/emoji/v2/... draggable="false" alt="👇" title="Rückhand Zeigefinger nach unten" aria-label="Emoji: Rückhand Zeigefinger nach unten">
Computer vision for self-driving cars https://abs.twimg.com/emoji/v2/... draggable= https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚙" title="Wohnmobil" aria-label="Emoji: Wohnmobil"> There are different computer vision problems you need to solve in a self-driving car.https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Object detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Lane detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Drivable space detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Semantic segmentationhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Depth estimationhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Visual odometryDetails https://abs.twimg.com/emoji/v2/... draggable="false" alt="👇" title="Rückhand Zeigefinger nach unten" aria-label="Emoji: Rückhand Zeigefinger nach unten">" title="Computer vision for self-driving cars https://abs.twimg.com/emoji/v2/... draggable="false" alt="🧠" title="Gehirn" aria-label="Emoji: Gehirn"> https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚙" title="Wohnmobil" aria-label="Emoji: Wohnmobil"> There are different computer vision problems you need to solve in a self-driving car.https://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Object detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Lane detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Drivable space detectionhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Semantic segmentationhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Depth estimationhttps://abs.twimg.com/emoji/v2/... draggable="false" alt="▪️" title="Schwarzes kleines Quadrat" aria-label="Emoji: Schwarzes kleines Quadrat"> Visual odometryDetails https://abs.twimg.com/emoji/v2/... draggable="false" alt="👇" title="Rückhand Zeigefinger nach unten" aria-label="Emoji: Rückhand Zeigefinger nach unten">" class="img-responsive" style="max-width:100%;"/>
Object Detection https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚗" title="Auto" aria-label="Emoji: Auto">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚶‍♂️" title="Gehender Mann" aria-label="Emoji: Gehender Mann">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚦" title="Vertikale Verkehrsampel" aria-label="Emoji: Vertikale Verkehrsampel">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🛑" title="Stoppzeichen" aria-label="Emoji: Stoppzeichen">

One of the most fundamental tasks - we need to know where other cars and people are, what signs, traffic lights and road markings need to be considered. Objects are identified by 2D or 3D bounding boxes.

Relevant methods: R-CNN, Fast(er) R-CNN, YOLO
Object Detection https://abs.twimg.com/emoji/v2/... draggable=https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚶‍♂️" title="Gehender Mann" aria-label="Emoji: Gehender Mann">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚦" title="Vertikale Verkehrsampel" aria-label="Emoji: Vertikale Verkehrsampel">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🛑" title="Stoppzeichen" aria-label="Emoji: Stoppzeichen"> One of the most fundamental tasks - we need to know where other cars and people are, what signs, traffic lights and road markings need to be considered. Objects are identified by 2D or 3D bounding boxes.Relevant methods: R-CNN, Fast(er) R-CNN, YOLO" title="Object Detection https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚗" title="Auto" aria-label="Emoji: Auto">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚶‍♂️" title="Gehender Mann" aria-label="Emoji: Gehender Mann">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🚦" title="Vertikale Verkehrsampel" aria-label="Emoji: Vertikale Verkehrsampel">https://abs.twimg.com/emoji/v2/... draggable="false" alt="🛑" title="Stoppzeichen" aria-label="Emoji: Stoppzeichen"> One of the most fundamental tasks - we need to know where other cars and people are, what signs, traffic lights and road markings need to be considered. Objects are identified by 2D or 3D bounding boxes.Relevant methods: R-CNN, Fast(er) R-CNN, YOLO" class="img-responsive" style="max-width:100%;"/>
Summary https://abs.twimg.com/emoji/v2/... draggable="false" alt="🏁" title="Karierte Flagge" aria-label="Emoji: Karierte Flagge">

There are of course many other computer vision problems that may be helpful, but this thread will give you an overview of the most important ones.

As you see, nowadays, deep learning methods (and especially CNNs) dominate all aspects of computer vision...
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