๐Ÿ“ AI & Bigdata/Computer Vision

[CV] Object Detection, COCO dataset ๋งŒ๋“ค๊ธฐ

SOIT 2022. 8. 9. 00:39
  • ๊ฐ€์ƒํ™˜๊ฒฝ ๋งŒ๋“ค๊ธฐ

https://www.dlology.com/blog/how-to-create-custom-coco-data-set-for-instance-segmentation/

 

How to create custom COCO data set for instance segmentation | DLology

Posted by: Chengwei 3 years ago (Comments) In this post, I will show you how simple it is to create your custom COCO dataset and train an instance segmentation model quick for free with Google Colab's GPU. If you just want to know how to create custom C

www.dlology.com

  • ์‚ญ์ œ- https://seong6496.tistory.com/68
  • anaconda prompt(๊ด€๋ฆฌ์ž๊ถŒํ•œ) ์‹คํ–‰- qyqt5์„ค์น˜ ์‹œ์ž‘๋ถ€ํ„ฐ~trainval.json ํŒŒ์ผ ์ƒ์„ฑ๋จ
 

[Anaconda]๊ฐ€์ƒํ™˜๊ฒฝ ์„ค์น˜,์‚ญ์ œ

๋ณดํ†ต ์šฐ๋ฆฌ๋Š” 64bit ํ™˜๊ฒฝ์—์„œ ๊ฐœ๋ฐœ์„ ํ•ฉ๋‹ˆ๋‹ค๋งŒ ์ฆ๊ถŒ์‚ฌ api๋ฅผ ์“ฐ๊ธฐ ์œ„ํ•ด์„œ๋Š” 32bit ๊ฐœ๋ฐœํ™˜๊ฒฝ์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค. ๋ฌผ๋ก  ๋‹ค์‹œ ์„ค์น˜ํ•  ์ˆ˜๋„ ์žˆ์ง€๋งŒ ๋ฒˆ๊ฑฐ๋กญ๊ธฐ ๋•Œ๋ฌธ์— 32bit ๊ฐ€์ƒํ™˜๊ฒฝ์„ ๋งŒ๋“ค์–ด 32bit ํ™˜๊ฒฝ์—์„œ python

seong6496.tistory.com

https://velog.io/@baes616/labelme2coco-์ด์šฉํ•œ-์ฃผ์„ํ™”-ํ™•์ธ

 

labelme2coco ์ด์šฉํ•œ ์ฃผ์„ํ™” ํ™•์ธ

labelme2coco ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ์ด์šฉํ•˜์—ฌ jupyter notebook์—์„œ ์ฃผ์„ํ™” ๊ฒฐ๊ณผ๋ฅผ ํ™•์ธํ•˜๋ ค ํ•œ๋‹ค.

velog.io

  • trainval.json ํŒŒ์ผ ์ƒ์„ฑ ํ›„ ์ฝ”๋žฉ ์ฐธ๊ณ 

https://hansonminlearning.tistory.com/52?category=935564

 

Custom Detectron2 Training!! (Person Detection)-์ฑ•ํ„ฐ 1 ๋ฐ์ดํ„ฐ์…‹ ๋งŒ๋“ค๊ธฐ

๋ชฉ์ฐจ 1. ๋ฐ์ดํ„ฐ์…‹ ๋งŒ๋“ค๊ธฐ 2. ํ›ˆ๋ จ์‹œํ‚ค๊ธฐ 3. ์ •ํ™•๋„ ํ™•์ธํ•˜๊ธฐ 4. ์˜ˆ์ธกํ•˜๊ธฐ 1. ๋ฐ์ดํ„ฐ์…‹ ๋งŒ๋“ค๊ธฐ ๋ผ๋ฒจ๋งํˆด ๋‹ค์šด๋กœ๋“œ : Labelme << click  ์ƒˆํด๋”(ex. ๋ฐ”ํƒ•ํ™”๋ฉด/data) ๋งŒ๋“ค๊ธฐ ๋ผ๋ฒจ๋งํ•  ์ด๋ฏธ์ง€ ๋„ฃ๊ธฐ  ๋ผ๋ฒจ๋งํˆด

hansonminlearning.tistory.com

conda activate labelme

cd C:\Users\sohyun\Desktop\data

cd labelme2coco

jupyter notebook

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