๐Ÿ“ AI & Bigdata

๐Ÿ“ AI & Bigdata/Python

[Colab] Google Colab ์••์ถ• ํ’€๊ธฐ(zip, gz), ๋“œ๋ผ์ด๋ธŒ ๋งˆ์šดํŠธ

0. ์ฝ”๋žฉ์—์„œ ๋“œ๋ผ์ด๋ธŒ ๋งˆ์šดํŠธ1) code๋กœ ๋ถˆ๋Ÿฌ์˜ค๊ธฐfrom google.colab import drivedrive.mount('/content/drive')# ๋งˆ์šดํŠธํ•œ ํŒŒ์ผ ๊ฒฝ๋กœ ๋ณต์‚ฌ%cd /๊ฒฝ๋กœ ๋ถ™์—ฌ๋„ฃ๊ธฐ/# ex)%cd/content/drive/MyDrive/แ„ƒแ…ตแ†ธแ„…แ…ฅแ„‚แ…ตแ†ผ/faster R-CNN/data  2) ์—ฐ๋™์œผ๋กœ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ# ์ดํ›„ ๋“œ๋ผ์ด๋ธŒ์—์„œ ๋ฐ์ดํ„ฐ์…‹ ๋ถˆ๋Ÿฌ์˜ค๊ธฐ ๊ฐ€๋Šฅ box = pd.read_csv('/content/drive/MyDrive/แ„ƒแ…ตแ†ธแ„…แ…ฅแ„‚แ…ตแ†ผ/faster R-CNN/data/train_solution_bounding_boxes (1).csv')box  1. (zip)์••์ถ•ํŒŒ์ผ ํ’€์–ด์ฃผ๋Š” ์ฝ”๋“œ ์ž‘์„ฑ%cd ์••์ถ•์„ ํ’€ ๊ฒฝ๋กœ!unzip -qq "์••์ถ•ํŒŒ์ผ Path"!unzip -qq "/con..

๐Ÿ“ AI & Bigdata/Python

[Colab] Github์—์„œinpynb ๋ฐ”๋กœ ๊ฐ€์ ธ์˜ค๊ธฐ

Google Colab[ํŽธํ•จ] Jupyter notebook ์ ‘๊ทผ์„ฑ ์ธก๋ฉด: ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ pytorch, ๋“ฑ ์„ค์น˜ ๋˜์–ด ์žˆ์–ด ๋”ฐ๋กœ ์„ค์น˜ ์•ˆ ํ•ด๋„ ๋จGPU๋ฅผ ์ง€์› Colab ํŒ: Github ๋…ธํŠธ๋ถ ๋ฐ”๋กœ ์—ด๊ธฐ ๊ฐ€๋Šฅdata_code.inpynbhttps://github.com/๋‹‰๋„ค์ž„/dacon/ ... 1. ์•ž์— https://colab.research.google.com/ ๋ถ™์—ฌ ์ค€๋‹ค.2. ๋’ค์— /github.com/  โžกโฉ์ˆ˜์ •โฉโžก  /github/ ์ถ”๊ฐ€๋https://colab.research.google.com/github/๋‹‰๋„ค์ž„/dacon/ ...

๐Ÿ“ AI & Bigdata/NVIDIA

[NVIDIA] Deep Learning ์‹ค์Šต ๊ฐ•์˜

๋”ฅ๋Ÿฌ๋‹ ์†Œ๊ฐœ ๋”ฅ๋Ÿฌ๋‹: 2010๋…„์— ๋ถ€์‘ ์—ฌ๋Ÿฌ ์‚ฐ์—… ๋ถ„์•ผ 1. ์ปดํ“จํ„ฐ ๋น„์ „ ๋กœ๋ณดํ‹ฑ์Šค ๋ฐ ์ œ์กฐ ๋ฌผ์ฒด ๊ฒ€์ถœ ์ž์œจ์ฃผํ–‰ ์ž๋™์ฐจ: ์‚ฌ๋žŒ, ์‹ ํ˜ธ๋“ฑ, ๋„๋กœ, detection,, segmentation,, ๊ด‘๋ฒ”์œ„ํ•˜๊ฒŒ ์ ์šฉ 2. ์ž์—ฐ์–ด ์ฒ˜๋ฆฌ ์‹ค์‹œ๊ฐ„ ๋ฒˆ์—ญ ์Œ์„ฑ์ธ์‹ 3. ์ถ”์ฒœ ์‹œ์Šคํ…œ ์ฝ˜ํ…์ธ  ํ๋ ˆ์ด์…˜ ๋งž์ถคํ˜• ๊ด‘๊ณ  ์‡ผํ•‘ ์ถ”์ฒœ(์•„๋งˆ์กด,, ) 4. ๊ฐ•ํ™” ํ•™์Šต ์•ŒํŒŒ๊ณ  vs ์ธ๊ฐ„ AI ๋ด‡ vs ํ”„๋กœ๊ฒŒ์ด๋จธ ์ฃผ์‹ ๊ฑฐ๋ž˜ ๋กœ๋ด‡ ๋“ฑ์— ํ™œ์šฉ ํ•ธ์ฆˆ์˜จ ์—ฐ์Šต(์‹ค์Šต) https://courses.nvidia.com/courses/course-v1:DLI+C-FX-01+V3-KR/courseware/258ba24018854cbfb9f7ff5e04b7d6f8/43eee6e2d779407286f142ccb8483fe0/ Sign In static-login..

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