s t u d y . . ๐Ÿง/AI ์•ค ML ์•ค DL

[DARKNET] ๋‹คํฌ๋„ท์œผ๋กœ YOLOV3 ๋Œ๋ฆฌ๋Š” ๋ฒ•

H J 2022. 10. 2. 01:21

1. ํ•„์š”ํ•œ ํŒŒ์ผ ๋‹ค์šด

  • name
  • cfg
  • weight
 

YOLO: Real-Time Object Detection

YOLO: Real-Time Object Detection You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Pascal Titan X it processes images at 30 FPS and has a mAP of 57.9% on COCO test-dev. Comparison to Other Detectors YOLOv3 is extremel

pjreddie.com

coco.names
0.00MB

 

2. darknet ๊นƒํ—™ ํด๋ก  + make

git clone https://github.com/pjreddie/darknet
cd darknet
make

์ด๋•Œ ๋‹คํฌ๋„ท ๊นƒํ—™์„ ํด๋ก ๋ฐ›๊ณ  ํ•ด๋‹น ํด๋”๋กœ ๋“ค์–ด๊ฐ€์„œ make๋ฅผ ํ•˜๋ฉด ์ปดํŒŒ์ผ์ด ๋˜๊ณ  ์‹คํ–‰ํŒŒ์ผ์ด darknet์ด๋ผ๋Š” ์ด๋ฆ„์œผ๋กœ ์ƒ์„ฑ๋œ๋‹ค

 

 

3. ์‹คํ–‰ํŒŒ์ผ ๋Œ๋ฆฌ๊ธฐ

./darknet detect cfg/yolov3.cfg yolov3.weights data/dog.jpg

ํด๋”๋“ค์˜ ๊ตฌ์กฐ!

์‹คํ–‰ํŒŒ์ผ์„ ๋Œ๋ฆฌ๊ณ  detect๋ฅผ ํ•  ๋•Œ ํ•„์š”ํ•œ cfg, weight ํŒŒ์ผ, object detectionํ•  ์ด๋ฏธ์ง€์™€ ํ•จ๊ป˜ ๋Œ๋ ค์ค€๋‹ค

 

๋‚ด๊ฐ€ ๋Œ๋ฆฐ ์ด๋ฏธ์ง€ !
yolov3 ์‹คํ–‰๊ฒฐ๊ณผ
yolov3 - tiny ์‹คํ–‰๊ฒฐ๊ณผ

์Œ ํ™•์‹คํžˆ! tiny๊ฐ€ ์ •ํ™•๋„๊ฐ€ ๋‚ฎ๋‹ค


๋ ~

๊ทผ๋ฐ ์ผ๋‹จ bounding box๊นŒ์ง€ ๋‚˜์˜ค๊ฒŒ ํ•˜๋ ค๋‹ค๊ฐ€ ์ผ๋‹จ ๊ทธ๋ƒฅ ์ฝ”๋“œ์งœ์„œ ์šœ๋กœ ์‚ฌ์šฉํ•˜๋Š” ๊ฑธ๋กœ ๋„˜์–ด๊ฐ ใ…Žใ…Ž

ใ„ด ๊ทธ๊ฑด ๋‹ค์Œ ๊ธ€์— !