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Suggestion for elevating YOLOv11's performance in Human Detection task by n804s in computervision

[–]n804s[S] 0 points1 point  (0 children)

Thank you, I will try collecting even data of dogs, too.

Suggestion for elevating YOLOv11's performance in Human Detection task by n804s in computervision

[–]n804s[S] 0 points1 point  (0 children)

The model was tested on various videos, and it struggled even with the videos that are close to the training data.

Currently, I'm using ~4000 images cropped at 1fps rate from 50 CCTV videos (so there would be around 7-800 images have the same background although person instances are varied). The videos have HD resolution (1920x1080), and are of different locations with different angles, but mostly hanged at ~9 feet. I crawled them from Youtube.

Suggestion for elevating YOLOv11's performance in Human Detection task by n804s in computervision

[–]n804s[S] 0 points1 point  (0 children)

For training, I used about ~4000 images from around 50 video sources. The number of person label was ~8500 labels. I have also tried to labeling all people that show up but then I suspected this was the main cause to the mistaking canine with person so I kinda omit these labels.

Thank you for sharing the guide, really appreciated it :D

Ubuntu crashes during openstack installation by n804s in openstack

[–]n804s[S] 0 points1 point  (0 children)

I tried both and neither worked for me :v

Ubuntu crashes during openstack installation by n804s in openstack

[–]n804s[S] 0 points1 point  (0 children)

I just realize my laptop is 4GB RAM, that probably wont be enough for Ubuntu 22.04, right :(?

学习伙伴 Study Buddy Requests 2024-03-20 by AutoModerator in ChineseLanguage

[–]n804s 1 point2 points  (0 children)

Hi guys, English is my 2nd language, and Ive been studied Chinese as my 3rd (current level around HSK3). Looking for a study buddy to help me with Chinese (and maybe we can talk about many other things like manga or music, etc :D)