33 lines
734 B
Python
33 lines
734 B
Python
"""Get image timestamps from Swift camera"""
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import os
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from glob import glob
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from datetime import datetime
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from tqdm import tqdm
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from PIL import Image
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import pandas as pd
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import pytesseract
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input_dir = 'jpg'
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jpg_names = glob(os.path.join(input_dir, '*.jpg'))
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dates = []
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for jpg_name in tqdm(jpg_names):
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im = Image.open(jpg_name)
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# Crop image
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w, h = im.size
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im = im.crop((w - 550, h - 40, w, h))
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# Perform OCR with tesseract
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text = pytesseract.image_to_string(im, lang='eng')
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# Convert to datetime object
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dates.append(datetime.strptime(text, '%d/%m/%Y %H:%M:%S'))
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# Save as csv
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df = pd.DataFrame(data=dates, index=jpg_names, columns=['date'])
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df.index.name = 'file'
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df.to_csv('image-dates.csv')
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