๐Ÿ“/capstone1 8

Python/ํŒŒ์ด์ฌ - Google TTS(Text to Speech) ์‚ฌ์šฉํ•˜๊ธฐ

๋ชจ๋“ˆ ์„ค์น˜ pip install gtts "์•ˆ๋…•ํ•˜์„ธ์š”" ๋ผ๊ณ  ๋งํ•˜๋Š” ์Œ์„ฑ ํŒŒ์ผ์ด tts.save('path') ์•ˆ์˜ ๊ฒฝ๋กœ์— ์ €์žฅ๋œ๋‹ค. from gtts import gTTS def speak(text): tts = gTTS(text=text, lang='ko') tts.save('./hello.mp3') speak("์•ˆ๋…•ํ•˜์„ธ์š”.") ์ด๋ฏธ ์ €์žฅ๋˜์–ด ์žˆ๋Š” ํ…์ŠคํŠธ ํŒŒ์ผ์„ ์ฝ์–ด์„œ ์Œ์„ฑ ํŒŒ์ผ๋กœ ์ €์žฅํ•œ๋‹ค. from gtts import gTTS # ํŒŒ์ผ ๊ฒฝ๋กœ textpath = './test.txt' # ํŒŒ์ผ ์ฝ๊ธฐ with open(textpath, mode='r', encoding='UTF-8') as text: script = text.read() # ๊ฐœํ–‰ ๋ฌธ์ž ์ œ๊ฑฐ script.replace('\n', '')..

๐Ÿ“/capstone1 2022.05.02

YOLO ํ•™์Šต ์ฃผ์˜ํ•  ์ !!!

๊ทธ๋ƒฅ ์ฃผ์ ˆ์ฃผ์ ˆ ํ•™์Šต ๊ธฐ๋ก.... 1) ์ฝ”๋žฉ ๋ฐค์— ๋Œ๋ฆฌ์ง€ ์•Š๊ธฐ -> ๋งค์šฐ ๋†’์€ ํ™•๋ฅ ๋กœ ๋Š๊น€ & ์˜ค๋ž˜ ๊ฑธ๋ฆผ 2) ์ค‘๊ฐ„์ค‘๊ฐ„ ํ™•์ธํ•ด์ค˜์•ผ ํ•จ -> ๋กœ๋ด‡์ด ์•„๋‹™๋‹ˆ๋‹ค ๋ฉ”์„ธ์ง€ ๋œธ / ์ง€ ํ˜ผ์ž ๊บผ์ง 3) ํ•˜๋ฉด์„œ last.pt ํŒŒ์ผ ๋ฐฑ์—…ํ•ด๋†“๊ธฐ -> ์ด์–ด์„œ ๋Œ๋ฆด ์ˆ˜ ์žˆ์Œ ํœด...... ๊ณ„์† ์‹คํŒจํ•˜๋‹ค๊ฐ€ ๋“œ๋””์–ด ํ•™์Šต ์™„๋ฃŒํ–ˆ๋‹ค ์ฝ”์นด/ํŽฉ์‹œ/์น ์„ฑ/์Šคํ”„๋ผ์ดํŠธ/ํฌ์นด๋ฆฌ/๋ฐ€ํ‚ค์Šค/์›ฐ์น˜์Šค/ํ™˜ํƒ€ ๊ฒฐ๊ณผ๋Š”....... ์ˆœ์กฐ๋กœ์šด ์‹œ์ž‘ ์™€ ์ž˜๋œ๋‹ค~~~~!!ํ•˜๊ณ  ์ข‹์•„ํ•˜๊ณ  ์žˆ์—ˆ๋‹ค ๊ทผ๋ฐ ์–ด? ์™œ ๋‘˜๋‹ค ์Šคํ”„๋ผ์ดํŠธ๊ฐ€ ์•ˆ๋˜์ง€?๋ผ๋Š” ์ƒ๊ฐ์ด ๋“ค์–ด์„œ ์Šคํ”„๋ผ์ดํŠธ ๋Œ๋ฆฌ๊ธฐ ์‹œ์ž‘ ์ฐฉ๊ฐํ•ด์„œ ์น ์„ฑ ๋Œ๋ฆผใ…‹ใ…‹ใ…‹ใ…‹ ์ˆซ์ž๊ฐ€ ๋‚ฎ์ง€๋งŒ ์ž˜ ๋œ๋‹ค๊ณ  ์•ˆ์‹ฌํ•˜๊ณ  ์žˆ์—ˆ๋‹ค ใ…Ž ๊ทธ๋Ÿฌ๋‹ค๊ฐ€ ์•„ ์Šคํ”„๋ผ์ดํŠธ๊ตฌ๋‚˜..?ํ•˜๊ณ  ๋‹ค์‹œ ๋Œ๋ฆฌ๊ธฐ ์‹œ์ž‘ ์žฅ๋‚œํ•ด...? ํ•™์Šต ๋” ์‹œ์ผœ์•ผ๊ฒ ๋„ค.. ํŽฉ์‹œ๋„ ์•ฝ๊ฐ„ ๋ถˆ์•ˆ๋ถˆ์•ˆ ์ง„์งœ ๊ด‘๊ธฐ ์งœ..

๐Ÿ“/capstone1 2022.04.24

์ฝ”๋žฉ ์—ฐ๊ฒฐ ์œ ์ง€ (colab ๋Ÿฐํƒ€์ž„ ์œ ์ง€)

์ฝ”๋žฉ์—์„œ ๋Ÿฐํƒ€์ž„์ด ๊ธด ํ”„๋กœ๊ทธ๋žจ์„ ๋Œ๋ฆฌ๋ฉด ๋Œ๋ฆฌ๋‹ค๊ฐ€ ์—ฐ๊ฒฐ์ด ๋Š๊ธด๋‹ค ๊ทธ๊ฑธ ๋ฐฉ์ง€ํ•˜๊ณ ์ž ์ž๋ฐ”์Šคํฌ๋ฆฝํŠธ๋กœ ์ž„์˜์˜ ์ž…๋ ฅ์„ ์ฃผ๋Š” ๊ฒƒ์ด๋‹ค ๊ฐœ๋ฐœ์ž๋„๊ตฌ ์—ด์–ด์„œ ์ฝ˜์†” ์ฐฝ์— ์ž…๋ ฅํ•˜๋ฉด ๋จ function ClickConnect(){ console.log("Working"); document.querySelector("colab-toolbar-button#connect").click() }setInterval(ClickConnect, 1800000) 12์‹œ๊ฐ„ ์œ ์ง€ ๊ฐ€๋Šฅ

๐Ÿ“/capstone1 2022.04.21

Google Colaboratory ์ด์šฉํ•œ YOLOv5 ๋ฐ์ดํ„ฐ ํ•™์Šต

๋งฅ๋ถ m1์œผ๋กœ ๋Œ๋ฆฌ๋‹ค๊ฐ€(CPU) ๋„์ €ํžˆ ์•ˆ ๋Œ์•„๊ฐ€์„œ colab ์ด์šฉํ•จ ๊ฑ ์ฒ˜์Œ๋ถ€ํ„ฐ ์ฝ”๋žฉ์œผ๋กœ ๋Œ๋ฆฌ๋Š” ๊ฑธ ์ถ”์ฒœํ•œ๋‹ค,,,,!! 1. ๊ตฌ๊ธ€ ๋“œ๋ผ์ด๋ธŒ -> Google Colaboratory ํŒŒ์ผ ์ƒ์„ฑ 2. ๋‚ด ๋“œ๋ผ์ด๋ธŒ mount from google.colab import drive drive.mount('/content/drive') - ๋‘˜ ์ค‘ ํŽธํ•œ ๋ฐฉ๋ฒ•์œผ๋กœ ํ•˜๋ฉด ๋จ 3. YOLOv5 ์„ค์น˜ 1) !git clone https://github.com/ultralytics/yolov5 2) %cd yolov5 !pip install -r requirements.txt 4. ๊ทธ ํ›„ ๊ณผ์ •์€ ๋˜‘๊ฐ™๋‹ค. ํŒŒ์ผ๋“ค ๋ฐ ์‹คํ–‰ ๊ฒฝ๋กœ ์„ค์ •๋งŒ ๋‚ด ๋“œ๋ผ์ด๋ธŒ๋กœ ๋‹ค์‹œ ํ•ด์ฃผ๋ฉด ๋จ https://sssbin.tistory.com/163 **..

๐Ÿ“/capstone1 2022.04.07

labelImg ์ด์šฉํ•ด์„œ ๋ฐ์ดํ„ฐ ๋งŒ๋“ค๊ณ  YOLOv5 ํ•™์Šต์‹œํ‚ค๊ธฐ

1. labelImg ์‹คํ–‰ 2. Open Dir -> ์ด๋ฏธ์ง€ ํŒŒ์ผ๋“ค ์ €์žฅ๋œ ํด๋” ์—ด๊ธฐ / Change Save Dir -> ํŒŒ์ผ ์ €์žฅํ•  ํด๋” ์ง€์ • 3. ์ฒ˜์Œ ์ž‘๋™์‹œํ‚ค๋ฉด yolo ๋ผ๊ณ  ์จ์žˆ๋Š” ๋ถ€๋ถ„์— PascalVOC ๋ผ๊ณ  ์ ํ˜€์žˆ์„ํ…๋ฐ ํ•œ๋ฒˆ ๋ˆŒ๋Ÿฌ์„œ yolo๋กœ ๋ฐ”๊ฟ”์ฃผ๋ฉด ๋œ๋‹ค. 4. ๋ผ๋ฒจ๋ง ์‹œ์ž‘ - Create RectBox ๋ˆŒ๋Ÿฌ์„œ ์ง์ ‘ ๋ผ๋ฒจ๋ง ํ•ด์ฃผ๊ณ  -> class ์ง€์ • -> Save 5. ์ด ๊ณผ์ •์„ ๋ชจ๋“  ์‚ฌ์ง„์— ํ•ด์ฃผ๋ฉด ๋จ..^^ 6. yolov5 ์•ˆ์— ํด๋” ํ•˜๋‚˜ ๋งŒ๋“ค์–ด์„œ ๊ทธ ์•ˆ์— data.yaml ํŒŒ์ผ, images, labels ํด๋”๋ฅผ ๊ฐ๊ฐ ๋งŒ๋“ค์–ด์ฃผ์ž images -> ๋ผ๋ฒจ๋ง ํ–ˆ๋˜ ์‚ฌ์ง„๋“ค labels -> ๋ผ๋ฒจ๋ง ํ›„ ์ƒ์„ฑ๋œ ํ…์ŠคํŠธ ํŒŒ์ผ๋“ค 7. data.yaml ํŒŒ์ผ train/val: ๋‚ด๊ฐ€ ๋งŒ๋“  ํด๋” ๊ฒฝ๋กœ..

๐Ÿ“/capstone1 2022.04.01

MacOS M1 - labelImg ์„ค์น˜

pip install labelImg pip3 install pipenv pipenv run pip install pyqt5 lxml make qt5py3 labelImg ์ˆœ์„œ๋Œ€๋กœ ํ•˜๋ฉด ๋œ๋‹ค๋Š”๋ฐ ์˜จ๊ฐ– ์˜ค๋ฅ˜ ๋‹ค ๋œจ๋ฉด์„œ ์•ˆ ๋จ. ๊ทธ๋ž˜์„œ ๋‹ค์‹œ ๋‹ค์šด.. ๊ทธ๋ž˜๋„ ์•ˆ ๋จ. ๋‹ค์‹œ ๊ฒ€์ƒ‰.. m1 ์นฉ์ด๋ผ ์•ˆ ๋˜๋Š” ๋“ฏ.. ์ผ๋‹จ ๋กœ์ œํƒ€ ํ„ฐ๋ฏธ๋„ ๋งŒ๋“ค์–ด์คŒ ํ„ฐ๋ฏธ๋„ ๋ณต์ œ -> ์ด๋ฆ„ ์•Œ์•„๋ณด๊ธฐ ์‰ฝ๊ฒŒ ๋ฐ”๊ฟ”์ฃผ๊ณ  -> ๋งˆ์šฐ์Šค ์šฐํด๋ฆญ -> ์ •๋ณด ๊ฐ€์ ธ์˜ค๊ธฐ -> Rosetta๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ์—ด๊ธฐ ์ฒดํฌ ๋กœ์ œํƒ€ ํ„ฐ๋ฏธ๋„ ์—ด์–ด์„œ git clone https://github.com/tzutalin/labelImg.git cd labelImg /usr/bin/python3 -m venv env source env/bin/activate pip install ..

๐Ÿ“/capstone1 2022.03.30

YOLOv5 ์„ค์น˜

YOLOv3 ์„ค์น˜ ์‹œ๋„ -> ์ž๊พธ ์˜ค๋ฅ˜ ๋– ์„œ ์‹คํŒจ.. # ๊ฐ€์ƒํ™˜๊ฒฝ์— yolov5 ๋‹ค์šด git clone https://github.com/ultralytics/yolov5.git # update conda update -yn base -c defaults conda # install library conda install -c anaconda cython numpy pillow scipy seaborn pandas conda install -c conda-forge matplotlib pyyaml tensorboard tqdm opencv PyTorch ์„ค์น˜๋Š” https://pytorch.kr/get-started/locally/ ๋‚ด ํ™˜๊ฒฝ์— ๋งž๋Š” ๋ช…๋ น์–ด๋ฅผ ์ž…๋ ฅํ•ด์ฃผ๋ฉด ๋œ๋‹ค. ๋‚œ ๋งฅ๋ถ์ด๋‹ˆ๊นŒ # install..

๐Ÿ“/capstone1 2022.03.24

ํŒŒ์ด์ฌ - opencv ์ด์šฉํ•ด์„œ ๋…ธํŠธ๋ถ ๋‚ด์žฅ์บ ์œผ๋กœ ์‚ฌ์ง„ ์ฐ๊ธฐ

import numpy as np import cv2 cap = cv2.VideoCapture(0) # ๋…ธํŠธ๋ถ ์›น์บ ์„ ์นด๋ฉ”๋ผ๋กœ ์‚ฌ์šฉ cap.set(3, 640) # ๋„ˆ๋น„ cap.set(4, 480) # ๋†’์ด ret, frame = cap.read() # ์‚ฌ์ง„ ์ดฌ์˜ frame = cv2.flip(frame, 1) # ์ขŒ์šฐ ๋Œ€์นญ cv2.imwrite('./test.png', frame) # ์‚ฌ์ง„ ์ €์žฅ cap.release() cv2.destroyAllWindows()

๐Ÿ“/capstone1 2022.03.21
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