4 ms·
EfficientDet was open sourced March 18 [1], YOLOv4 came out April 23 [2], and now YOLOv5 is out only 48 days later. In our initial look, YOLOv5 is 180% faster,
by rocauc 6y ago
EfficientDet was open sourced March 18 [1], YOLOv4 came out April 23 [2], and now YOLOv5 is out only 48 days later.
In our initial look, YOLOv5 is 180% faster, 88% smaller, similarly accurate, and easier to use (native to PyTorch rather thank Darknet) than YOLOv4.
[1] https://venturebeat.com/2020/03/18/google-ai-open-sources-efficientdet-for-state-of-the-art-object-detection/ https://venturebeat.com/2020/03/18/google-ai-open-sources-ef...
[2] https://arxiv.org/abs/2004.10934 https://arxiv.org/abs/2004.10934
- KMnO4 6y agoThose numbers are quite impressive. YOLOv4 -> YOLOv5 Inference time: 20ms -> 7ms (on P100) Frames per second: 50 -> 140 Size: 244mb -> 27 mb
- WanderPanda 6y agof(x)=c, zero size, infinite fps. You should also take some accuracy metric into account ;)
- yodon 6y ago> "Similarly accurate"
- normanluhrmann 6y agoMS COCO looks to be improved even overall. OT: the stats above should be part of the PyTorch marketing material, indeed impressive
- eeZah7Ux 6y ago> open sourced This is not a verb.
- sudosysgen 6y agoArguably it became one.
- dang 6y agoIt's behaving like one: https://hn.algolia.com/?dateRange=all&page=0&prefix=true&query=open%20sources&sort=byDate&type=story https://hn.algolia.com/?dateRange=all&page=0&prefix=true&que... https://hn.algolia.com/?dateRange=all&page=0&prefix=false&query=open%20sourced&sort=byDate&type=story&storyText=none https://hn.algolia.com/?dateRange=all&page=0&prefix=false&qu...