HRNet - Githubissues

AlexeyAB commented 4 years ago

Check out HRNet on Github: https://github.com/HRNet
Paper link: https://arxiv.org/abs/1904.04514
video: https://www.youtube.com/watch?v=sIP3MrFWCpg
https://www.reddit.com/r/computervision/comments/cksfse/hrnet_the_most_exciting_and_powerful_new_vision/
Try to find it there (if it is there): https://paperswithcode.com/sota/object-detection-on-coco

EfficientnetB2 (9.2M params, 1 FMA = 2 BFLOPS) requires 26x less computations and 12x fewer parameters than in Hrnet, with the same accuracy ~79.5% Top1 on ImageNet.

LukeAI commented 4 years ago

Interesting but can't find anything about how fast it is - did you see any numbers re. FPS ? Doesn't really look as exciting as efficientnet tbh.

AlexeyAB commented 4 years ago

No, just I saw.

EfficientnetB2 (9.2M params, 1 FMA = 2 BFLOPS) requires 26x less computations and 12x fewer parameters than in Hrnet, with the same accuracy ~79.5% Top1 on ImageNet.

Source https://www.reddit.com/r/computervision/comments/cksfse/hrnet_the_most_exciting_and_powerful_new_vision/

AlexeyAB / darknet

HRNet #3700

EfficientnetB2 (9.2M params, 1 FMA = 2 BFLOPS) requires 26x less computations and 12x fewer parameters than in Hrnet, with the same accuracy ~79.5% Top1 on ImageNet.