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๋”ฅ๋Ÿฌ๋‹๐Ÿค–20

๋ถˆ ์ด๋ฏธ์ง€ ๋ผ๋ฒจ๋ง(label) ์‹œํ‚ค๊ธฐ labelimg ์„ค์น˜ํ•ด์„œ ๋ถˆ ์ด๋ฏธ์ง€ ๋ผ๋ฒจ๋ง ์‹œํ‚ค๋Š”ไธญ 2023. 1. 6.
ํ•™์Šต ์‹œํ‚ค๊ธฐ https://teachablemachine.withgoogle.com/ (์ด ์‚ฌ์ดํŠธ์—์„œ ํ•™์Šต) https://github.com/googlecreativelab/teachablemachine-community/tree/master/libraries/image ๋ถˆ๋Ÿ‰ ์‚ฌ๊ณผ(๊ฐ์ฒด) ๊ฐ์ง€ ์‹œ์Šคํ…œ_์ฒด๋ฆฌํ”ผ์ปค Start ๋ถˆ๋Ÿ‰ ํƒ์ง€์‹œ mp3ํŒŒ์ผ (https://clova.ai/voice) 2022. 11. 15.
[YOLO]#3 YOLO๋ฅผ ํ™œ์šฉํ•œ ๊ฐ์ฒด ํƒ์ง€ (Customํ•˜๊ธฐ)&๊ตฌ๊ธ€์ฝ”๋žฉ ์ด์ „ ์‹œ๊ฐ„์— ์ปค์Šคํ…€ ๋ฐ์ดํ„ฐ๋“ค์„ ํ•™์Šต์‹œ์ผœ๋ณด๋Š”๊ฑฐ ๊นŒ์ง€ ํ•ด๋ณด์•˜์Šต๋‹ˆ๋‹ค. !./darknet detector train custom/custom_data.data custom/custom-train-yolo.cfg weights/darknet53.conv.74 -dont_show ์œ„ ๋ช…๋ น์–ด ์‹คํ–‰์‹œ ๋Œ€๋žต 6์‹œ๊ฐ„ ์ •๋„ ๊ฑธ๋ฆฐ๋‹ค๊ณ  ํ•˜๋Š”๋ฐ์š”,, ์ด ๊ณผ์ •์ด ๋๋‚˜๋ฉด ์ž๋™์œผ๋กœ ๊ตฌ๊ธ€ ์ฝ”๋žฉ์— backup ํด๋”์•ˆ์— weights ํŒŒ์ผ์ด ํœ˜๋ฐœ์„ฑ์œผ๋กœ ์ €์žฅ๋œ๋‹ค๊ณ  ํ•ฉ๋‹ˆ๋‹ค. (ํœ˜๋ฐœ์„ฑ! ์ด๊ธฐ ๋•Œ๋ฌธ์— ๋ฐ˜๋“œ์‹œ 6์‹œ๊ฐ„์ด๋‚˜ ํ•™์Šต ์‹œ์ผœ์„œ ๋‚˜์˜จ ๊ฒฐ๊ณผ๋ฌผ์ธ weights ํŒŒ์ผ์„ ๊ตฌ๊ธ€ ๋“œ๋ผ์ด๋ธŒ ๋‚˜ ๋กœ์ปฌ์— ๋”ฐ๋กœ ๋ณต์‚ฌ๋ฅผ ํ•ด๋‘์–ด์•ผ ๋œ๋‹ค๋Š”์ !! ๋ฐ‘์—์„œ ๋‹ค์‹œ ๋ช…๋ น์–ด์™€ ํ•จ๊ป˜ ์„ค๋ช…ํ•˜๊ฒ ์Šต๋‹ˆ๋‹ค) ์ €๋Š” ๊ทธ๋ƒฅ ๊ตฌ๊ธ€๋ง ํ•ด์„œ ์ปค์Šคํ…€ ํ•œ weight ํŒŒ์ผ์„ ์‚ฌ์šฉํ•˜๊ณ ์ž ํ•ฉ๋‹ˆ๋‹ค. ๋งŒ์•ฝ .. 2022. 11. 7.
[YOLO]#2 YOLO๋ฅผ ํ™œ์šฉํ•œ ๊ฐ์ฒด ํƒ์ง€ (Customํ•˜๊ธฐ)&๊ตฌ๊ธ€์ฝ”๋žฉ 1. ๊ตฌ๊ธ€ ๋“œ๋ผ์ด๋ธŒ ๋งˆ์šดํŠธ ํ”„๋กœ์ ํŠธ ์ฒ˜์Œ ์‹œ์ž‘์€ ๋งˆ์šดํŠธ! ๊ตฌ๊ธ€ ์ฝ”๋žฉ์—์„œ ์ง€๋‚œ ์‹œ๊ฐ„ ์‚ฌ์šฉํ–ˆ๋˜ content/gdrive ํด๋”๋ฅผ ์ธ์‹์‹œ์ผœ์ฃผ๋Š” ์ž‘์—…์„ ํ•ด์ค€๋‹ค. from google.colab import drive drive.mount('/content/gdrive') !ls -la "/content/gdrive/My Drive/darknet" ls ๋Š” ๊ฒฝ๋กœ์˜ ๋””๋ ‰ํ„ฐ๋ฆฌor ํŒŒ์ผ์˜ ๋ฆฌ์ŠคํŠธ ์ถœ๋ ฅ a ์˜ต์…˜: all์˜ ์ค„์ž„๋ง๋กœ ๋ชจ๋“  ํŒŒ์ผํ˜•์‹์„ ์ถœ๋ ฅํ•ฉ๋‹ˆ๋‹ค. l ์˜ต์…˜: long ์˜ ์ค„์ž„๋ง๋กœ, ํŒŒ์ผ ์ถœ๋ ฅ ํ˜•์‹์„ ๊ธด ๋ชฉ๋ก ํ˜•์‹์œผ๋กœ ์ถœ๋ ฅํ•œ๋‹ค. 2.cuDNN ๋‹ค์Œ์œผ๋กœ ์šฐ๋ฆฌ๊ฐ€ ํ•ด์ค„๊ฑด cuda ๊ด€๋ จ ๋ชจ๋“ˆ์ธ cuDNN ์„ ๊ตฌ๊ธ€๋“œ๋ผ์ด๋ธŒ์—์„œ colab์— usr/local/cuda ํด๋”๋กœ cuDNN์˜ ์••์ถ•์„ ํ‘ธ๋Š” ๊ฒƒ์ž…๋‹ˆ๋‹ค. !tar -x.. 2022. 11. 7.
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