Roboflow Blog

blog.roboflow.ai

Popular posts: 3
Total points: 923
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Visit blog.roboflow.ai → On Hacker News Feb 2020 – Aug 2020

AI & Machine Learning 3 Software Engineering 2 Databases & Data 1

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A popular self-driving car dataset is missing labels for hundreds of pedestrians

2020412 points191 comments AI & Machine Learning details

SUMMARY A hand-check of the 15,000 images in the widely used Udacity Dataset 2 found problems in 4,986 of them (33%), including thousands of unlabeled vehicles, hundreds of unlabeled pedestrians, dozens of unlabeled cyclists, and 217 completely unannotated images that contained real objects. Phantom annotations…

YOLOv5: State-of-the-art object detection at 140 FPS

2020391 points131 commentscited by 3AI & Machine Learning details

YOLOv5 license and commercial-use guide: AGPL-3.0 terms, specs, resources, and alternatives. Compare YOLOv5 against other vision models free.

PP-YOLO Surpasses YOLOv4 – State-of-the-art object detection techniques

2020120 points48 comments AI & Machine Learning details

Baidu publishes PP-YOLO and pushes the state of the art in object detection research by building on top of YOLOv3, the PaddlePaddle deep learning framework, and cutting edge computer vision research.