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zhlajiex commited on
Commit ·
ed58206
1
Parent(s): 1856281
Feat: Support .heic image format for OCR
Browse files- Dockerfile +1 -1
- backend/services/paddle_ocr.py +21 -6
- backend/utils/fileProcessor.js +1 -1
Dockerfile
CHANGED
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@@ -21,7 +21,7 @@ ENV PATH="$VIRTUAL_ENV/bin:$PATH"
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# Install PaddleOCR and Dependencies
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# This might take a while to build/download
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RUN pip install --no-cache-dir paddlepaddle paddleocr
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# Set working directory
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WORKDIR /app
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# Install PaddleOCR and Dependencies
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# This might take a while to build/download
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RUN pip install --no-cache-dir paddlepaddle paddleocr pillow pillow-heif
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# Set working directory
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WORKDIR /app
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backend/services/paddle_ocr.py
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@@ -1,18 +1,23 @@
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import sys
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import os
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import logging
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# Disable heavy logging from Paddle
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os.environ['GLOG_minloglevel'] = '3'
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try:
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from paddleocr import PaddleOCR
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except ImportError:
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print("Error:
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sys.exit(1)
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# Initialize OCR engine
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# lang='en' is default. use_angle_cls=True helps with rotated text
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ocr = PaddleOCR(use_angle_cls=True, lang='en', show_log=False)
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def process_image(img_path):
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@@ -21,16 +26,26 @@ def process_image(img_path):
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sys.exit(1)
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try:
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-
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full_text = []
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# Result structure: [ [ [ [x1,y1],[x2,y2].. ], ("text", conf) ], ... ]
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if result and result[0]:
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for line in result[0]:
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text = line[1][0]
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full_text.append(text)
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# Output strictly the text to stdout for Node.js to capture
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print("\n".join(full_text))
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except Exception as e:
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@@ -42,4 +57,4 @@ if __name__ == "__main__":
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print("Usage: python paddle_ocr.py <image_path>")
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sys.exit(1)
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process_image(sys.argv[1])
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import sys
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import os
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import logging
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import numpy as np
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# Disable heavy logging from Paddle
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os.environ['GLOG_minloglevel'] = '3'
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try:
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from paddleocr import PaddleOCR
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from PIL import Image
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import pillow_heif
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except ImportError:
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print("Error: Missing dependencies. Run 'pip install paddleocr paddlepaddle pillow pillow-heif'")
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sys.exit(1)
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# Register HEIC opener
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pillow_heif.register_heif_opener()
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# Initialize OCR engine
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ocr = PaddleOCR(use_angle_cls=True, lang='en', show_log=False)
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def process_image(img_path):
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sys.exit(1)
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try:
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# Check extension for HEIC handling
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ext = os.path.splitext(img_path)[1].lower()
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img_input = img_path
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# If HEIC, load with Pillow and convert to numpy array (RGB)
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if ext == '.heic':
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image = Image.open(img_path)
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if image.mode != 'RGB':
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image = image.convert('RGB')
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img_input = np.array(image)
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result = ocr.ocr(img_input, cls=True)
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full_text = []
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if result and result[0]:
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for line in result[0]:
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text = line[1][0]
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full_text.append(text)
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print("\n".join(full_text))
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except Exception as e:
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print("Usage: python paddle_ocr.py <image_path>")
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sys.exit(1)
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process_image(sys.argv[1])
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backend/utils/fileProcessor.js
CHANGED
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@@ -11,7 +11,7 @@ exports.processFile = async (filePath) => {
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let content = '';
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try {
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if (['.png', '.jpg', '.jpeg', '.webp'].includes(ext)) {
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// Process image with Local PaddleOCR
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console.log(`[PaddleOCR] Initiating local analysis for: ${fileName}...`);
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let content = '';
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try {
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if (['.png', '.jpg', '.jpeg', '.webp', '.heic'].includes(ext)) {
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// Process image with Local PaddleOCR
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console.log(`[PaddleOCR] Initiating local analysis for: ${fileName}...`);
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