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Update app.py
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app.py
CHANGED
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@@ -1,10 +1,8 @@
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from flask import Flask, request, jsonify, send_file
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import cv2
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import pytesseract
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from PIL import Image, ImageDraw, ImageFont
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import numpy as np
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import io
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import traceback
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app = Flask(__name__)
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@@ -23,307 +21,21 @@ def process_android_image():
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try:
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file_bytes = image_file.read()
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group_position = None
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split_position = None
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member_position = None
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member_count_position = None
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second_member_position = None
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second_member_count_position = None
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lang = ''
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for i, text in enumerate(text_list):
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if "Grup" in text or "Group" in text:
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lang = 'id' if "Grup" in text else 'en'
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group_position = {
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"left": extracted_data['left'][i],
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"top": extracted_data['top'][i],
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"width": extracted_data['width'][i],
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"height": extracted_data['height'][i],
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}
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split_position = {
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"left": extracted_data['left'][i + 1],
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"top": extracted_data['top'][i + 1],
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"width": extracted_data['width'][i + 1],
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"height": extracted_data['height'][i + 1],
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}
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member_position = {
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"left": extracted_data['left'][i + 3],
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"top": extracted_data['top'][i + 3],
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"width": extracted_data['width'][i + 3],
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"height": extracted_data['height'][i + 3],
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}
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if i + 2 < len(text_list):
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member_count_position = {
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"left": extracted_data['left'][i + 2],
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"top": extracted_data['top'][i + 2],
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"width": extracted_data['width'][i + 2],
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"height": extracted_data['height'][i + 2],
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}
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for j in range(i + 4, len(text_list)):
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if "Anggota" in text_list[j]:
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second_member_position = {
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"left": extracted_data['left'][j],
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"top": extracted_data['top'][j],
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"width": extracted_data['width'][j],
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"height": extracted_data['height'][j],
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}
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if j + 2 < len(text_list):
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second_member_count_position = {
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"left": extracted_data['left'][j - 1],
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"top": extracted_data['top'][j - 1],
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"width": extracted_data['width'][j - 1],
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"height": extracted_data['height'][j - 1],
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}
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break
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break
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x = member_position['left'] + member_position['width'] + 100
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y = member_position['top'] + member_position['height'] - 100
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bg_color = image[y, x]
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rgb = (int(bg_color[0]), int(bg_color[1]), int(bg_color[2]))
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if group_position:
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cv2.rectangle(
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image,
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(group_position['left'] - 5, group_position['top'] - 5),
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(group_position['left'] + group_position['width'], group_position['top'] + group_position['height']),
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rgb,
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-1,
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)
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if split_position:
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cv2.rectangle(
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image,
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(split_position['left'] - 5, split_position['top'] - 5),
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(split_position['left'] + split_position['width'], split_position['top'] + split_position['height']),
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rgb,
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-1,
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)
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if member_position:
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cv2.rectangle(
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image,
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(member_position['left'] - 5, member_position['top'] - 5),
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(member_position['left'] + member_position['width'], member_position['top'] + member_position['height']),
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rgb,
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-1,
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)
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if member_count_position:
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cv2.rectangle(
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image,
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(member_count_position['left'] - 5, member_count_position['top'] - 5),
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(member_count_position['left'] + member_count_position['width'], member_count_position['top'] + member_count_position['height']),
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rgb,
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-1,
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)
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updated_member_count = {
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'id': f"Grup 路 {anggota} anggota",
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'en': f"Group 路 {anggota} members"
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}.get(lang)
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font_path = "Roboto-Regular.ttf"
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font_size = max(member_count_position['width'], member_count_position['height']) - 2
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font = ImageFont.truetype(font_path, font_size)
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image_pil = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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draw = ImageDraw.Draw(image_pil)
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text_x = group_position['left']
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text_y = member_count_position['top'] - 4
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draw.text((text_x, text_y), updated_member_count, font=font, fill=(90, 94, 95, 255))
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image = cv2.cvtColor(np.array(image_pil), cv2.COLOR_RGB2BGR)
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if second_member_position:
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cv2.rectangle(
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image,
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(second_member_position['left'] - 5, second_member_position['top'] - 5),
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(second_member_position['left'] + second_member_position['width'], second_member_position['top'] + second_member_position['height']),
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rgb,
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-1,
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)
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if second_member_count_position:
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cv2.rectangle(
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image,
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(second_member_count_position['left'] - 5, second_member_count_position['top'] - 5),
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(second_member_count_position['left'] + second_member_count_position['width'], second_member_count_position['top'] + second_member_count_position['height']),
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rgb,
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-1,
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)
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updated_second_member_count = {
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'id': f"{anggota} Anggota",
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'en': f"{anggota} Members"
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}.get(lang)
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font_path = "Roboto-Regular.ttf"
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font_size = max(second_member_count_position['width'], second_member_count_position['height']) - 1
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font = ImageFont.truetype(font_path, font_size)
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image_pil = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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draw = ImageDraw.Draw(image_pil)
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text_x = second_member_count_position['left']
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text_y = second_member_count_position['top'] - 4
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draw.text((text_x, text_y), updated_second_member_count, font=font, fill=(90, 94, 95, 255))
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image = cv2.cvtColor(np.array(image_pil), cv2.COLOR_RGB2BGR)
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_, img_encoded = cv2.imencode('.jpg', image)
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return send_file(io.BytesIO(img_encoded.tobytes()), mimetype='image/jpeg')
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except Exception as e:
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error_message = str(e)
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error_traceback = traceback.format_exc()
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print("Error occurred:", error_traceback)
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return jsonify({'status': 'failed', 'message': error_message, 'traceback': error_traceback}), 500
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@app.route('/iphone', methods=['POST'])
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def process_iphone_image():
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image_file = request.files.get('file')
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if not anggota or not image_file:
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return jsonify({'status': 'failed', 'message': 'Parameter anggota dan file diperlukan'}), 400
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try:
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# Read and process the uploaded image
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file_bytes = image_file.read()
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image_array = np.frombuffer(file_bytes, np.uint8)
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image = cv2.imdecode(image_array, cv2.IMREAD_COLOR)
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if image is None:
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raise ValueError("Gagal membaca gambar. File mungkin rusak atau format tidak didukung.")
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extracted_data = pytesseract.image_to_data(image, output_type=pytesseract.Output.DICT)
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text_list = extracted_data['text']
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group_position = None
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split_position = None
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member_position = None
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member_count_position = None
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lang = ''
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# Find the second occurrence of "Grup" or "Group"
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group_indices = []
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for i, text in enumerate(text_list):
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if text in ["Grup", "Group"]:
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group_indices.append(i)
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if len(group_indices) >= 2:
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i = group_indices[1]
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if (i + 3 < len(text_list) and (text_list[i+1] == "-") and text_list[i+3] in ["anggota", "member"]):
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lang = 'id' if text_list[i] == "Grup" else 'en'
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group_position = {
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"left": extracted_data['left'][i],
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"top": extracted_data['top'][i],
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"width": extracted_data['width'][i],
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"height": extracted_data['height'][i],
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}
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split_position = {
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"left": extracted_data['left'][i + 1],
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"top": extracted_data['top'][i + 1],
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"width": extracted_data['width'][i + 1],
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"height": extracted_data['height'][i + 1],
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}
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member_position = {
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"left": extracted_data['left'][i + 3],
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"top": extracted_data['top'][i + 3],
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"width": extracted_data['width'][i + 3],
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"height": extracted_data['height'][i + 3],
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}
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if i + 2 < len(text_list):
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member_count_position = {
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"left": extracted_data['left'][i + 2],
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"top": extracted_data['top'][i + 2],
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"width": extracted_data['width'][i + 2],
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"height": extracted_data['height'][i + 2],
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}
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else:
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return jsonify({'status': 'failed', 'message': 'Pola grup tidak ditemukan pada gambar'}), 400
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# Get background color for masking
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x = member_position['left'] + member_position['width'] + 100
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y = member_position['top'] + member_position['height'] - 100
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bg_color = image[y, x]
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rgb = (int(bg_color[0]), int(bg_color[1]), int(bg_color[2]))
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# Mask the original text areas
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if group_position:
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cv2.rectangle(
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image,
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(group_position['left'], group_position['top']),
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(group_position['left'] + group_position['width'], group_position['top'] + group_position['height']),
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rgb,
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-1,
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)
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if split_position:
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cv2.rectangle(
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image,
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(split_position['left'], split_position['top']),
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(split_position['left'] + split_position['width'], split_position['top'] + split_position['height']),
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rgb,
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-1,
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)
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if member_position:
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cv2.rectangle(
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image,
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(member_position['left'], member_position['top']),
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(member_position['left'] + member_position['width'], member_position['top'] + member_position['height']),
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rgb,
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-1,
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)
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if member_count_position:
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cv2.rectangle(
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image,
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(member_count_position['left'], member_count_position['top']),
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(member_count_position['left'] + member_count_position['width'], member_count_position['top'] + member_count_position['height']),
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rgb,
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-1,
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)
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# Add new member count text
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updated_member_count = {
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'id': f"Grup 路 {anggota} anggota",
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'en': f"Group 路 {anggota} member"
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}.get(lang)
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font_path = "SFNSText-Regular.otf"
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font_size = max(member_count_position['width'], member_count_position['height']) + 5.5
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font = ImageFont.truetype(font_path, int(font_size))
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image_pil = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
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draw = ImageDraw.Draw(image_pil)
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text_x = group_position['left']
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text_y = member_count_position['top'] - 4
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draw.text((text_x, text_y), updated_member_count, font=font, fill=(90, 94, 95, 255))
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image = cv2.cvtColor(np.array(image_pil), cv2.COLOR_RGB2BGR)
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# Encode and return the processed image
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_, img_encoded = cv2.imencode('.jpg', image)
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return send_file(io.BytesIO(img_encoded.tobytes()), mimetype='image/jpeg')
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-
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except Exception as e:
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error_traceback = traceback.format_exc()
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print(f"Error occurred: {error_traceback}")
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@@ -332,6 +44,149 @@ def process_iphone_image():
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'message': str(e),
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'traceback': error_traceback
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}), 500
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| 335 |
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| 336 |
if __name__ == '__main__':
|
| 337 |
-
app.run(port=7860, host='0.0.0.0')
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| 1 |
from flask import Flask, request, jsonify, send_file
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| 2 |
import io
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| 3 |
import traceback
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| 4 |
+
from android import AndroidEditor
|
| 5 |
+
import base64
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| 6 |
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| 7 |
app = Flask(__name__)
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| 21 |
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| 22 |
try:
|
| 23 |
file_bytes = image_file.read()
|
| 24 |
+
editor = AndroidEditor()
|
| 25 |
+
img_b64, theme = editor.process_image_bytes(file_bytes, anggota)
|
| 26 |
+
if img_b64 is None:
|
| 27 |
+
return jsonify({'status': 'failed', 'message': 'Gagal memproses gambar'}), 500
|
| 28 |
+
return jsonify({'status': 'success', 'theme': theme, 'image': img_b64})
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|
| 29 |
except Exception as e:
|
| 30 |
error_message = str(e)
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|
| 31 |
error_traceback = traceback.format_exc()
|
| 32 |
print("Error occurred:", error_traceback)
|
| 33 |
return jsonify({'status': 'failed', 'message': error_message, 'traceback': error_traceback}), 500
|
| 34 |
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|
| 35 |
@app.route('/iphone', methods=['POST'])
|
| 36 |
def process_iphone_image():
|
| 37 |
+
try :
|
| 38 |
+
return jsonify({'status': 'failed', 'message': 'Fitur ini sedang dikembangkan'}), 500
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|
| 39 |
except Exception as e:
|
| 40 |
error_traceback = traceback.format_exc()
|
| 41 |
print(f"Error occurred: {error_traceback}")
|
|
|
|
| 44 |
'message': str(e),
|
| 45 |
'traceback': error_traceback
|
| 46 |
}), 500
|
| 47 |
+
# app.logger.info('Menerima permintaan POST untuk memproses gambar iPhone')
|
| 48 |
+
# anggota = request.form.get('anggota')
|
| 49 |
+
# image_file = request.files.get('file')
|
| 50 |
+
|
| 51 |
+
# if not anggota or not image_file:
|
| 52 |
+
# return jsonify({'status': 'failed', 'message': 'Parameter anggota dan file diperlukan'}), 400
|
| 53 |
+
|
| 54 |
+
# try:
|
| 55 |
+
# # Read and process the uploaded image
|
| 56 |
+
# file_bytes = image_file.read()
|
| 57 |
+
# image_array = np.frombuffer(file_bytes, np.uint8)
|
| 58 |
+
# image = cv2.imdecode(image_array, cv2.IMREAD_COLOR)
|
| 59 |
+
|
| 60 |
+
# if image is None:
|
| 61 |
+
# raise ValueError("Gagal membaca gambar. File mungkin rusak atau format tidak didukung.")
|
| 62 |
+
|
| 63 |
+
# extracted_data = pytesseract.image_to_data(image, output_type=pytesseract.Output.DICT)
|
| 64 |
+
# text_list = extracted_data['text']
|
| 65 |
+
|
| 66 |
+
# group_position = None
|
| 67 |
+
# split_position = None
|
| 68 |
+
# member_position = None
|
| 69 |
+
# member_count_position = None
|
| 70 |
+
# lang = ''
|
| 71 |
+
|
| 72 |
+
# # Find the second occurrence of "Grup" or "Group"
|
| 73 |
+
# group_indices = []
|
| 74 |
+
# for i, text in enumerate(text_list):
|
| 75 |
+
# if text in ["Grup", "Group"]:
|
| 76 |
+
# group_indices.append(i)
|
| 77 |
+
|
| 78 |
+
# if len(group_indices) >= 2:
|
| 79 |
+
# i = group_indices[1]
|
| 80 |
+
|
| 81 |
+
# if (i + 3 < len(text_list) and (text_list[i+1] == "-") and text_list[i+3] in ["anggota", "member"]):
|
| 82 |
+
# lang = 'id' if text_list[i] == "Grup" else 'en'
|
| 83 |
+
|
| 84 |
+
# group_position = {
|
| 85 |
+
# "left": extracted_data['left'][i],
|
| 86 |
+
# "top": extracted_data['top'][i],
|
| 87 |
+
# "width": extracted_data['width'][i],
|
| 88 |
+
# "height": extracted_data['height'][i],
|
| 89 |
+
# }
|
| 90 |
+
|
| 91 |
+
# split_position = {
|
| 92 |
+
# "left": extracted_data['left'][i + 1],
|
| 93 |
+
# "top": extracted_data['top'][i + 1],
|
| 94 |
+
# "width": extracted_data['width'][i + 1],
|
| 95 |
+
# "height": extracted_data['height'][i + 1],
|
| 96 |
+
# }
|
| 97 |
+
|
| 98 |
+
# member_position = {
|
| 99 |
+
# "left": extracted_data['left'][i + 3],
|
| 100 |
+
# "top": extracted_data['top'][i + 3],
|
| 101 |
+
# "width": extracted_data['width'][i + 3],
|
| 102 |
+
# "height": extracted_data['height'][i + 3],
|
| 103 |
+
# }
|
| 104 |
+
|
| 105 |
+
# if i + 2 < len(text_list):
|
| 106 |
+
# member_count_position = {
|
| 107 |
+
# "left": extracted_data['left'][i + 2],
|
| 108 |
+
# "top": extracted_data['top'][i + 2],
|
| 109 |
+
# "width": extracted_data['width'][i + 2],
|
| 110 |
+
# "height": extracted_data['height'][i + 2],
|
| 111 |
+
# }
|
| 112 |
+
# else:
|
| 113 |
+
# return jsonify({'status': 'failed', 'message': 'Pola grup tidak ditemukan pada gambar'}), 400
|
| 114 |
+
|
| 115 |
+
# if member_position is None:
|
| 116 |
+
# return jsonify({'status': 'failed', 'message': 'Pola anggota tidak ditemukan pada gambar'}), 400
|
| 117 |
+
|
| 118 |
+
# # Get background color for masking
|
| 119 |
+
# x = member_position['left'] + member_position['width'] + 100
|
| 120 |
+
# y = member_position['top'] + member_position['height'] - 100
|
| 121 |
+
# bg_color = image[y, x]
|
| 122 |
+
# rgb = (int(bg_color[0]), int(bg_color[1]), int(bg_color[2]))
|
| 123 |
+
|
| 124 |
+
# # Mask the original text areas
|
| 125 |
+
# if group_position:
|
| 126 |
+
# cv2.rectangle(
|
| 127 |
+
# image,
|
| 128 |
+
# (group_position['left'], group_position['top']),
|
| 129 |
+
# (group_position['left'] + group_position['width'], group_position['top'] + group_position['height']),
|
| 130 |
+
# rgb,
|
| 131 |
+
# -1,
|
| 132 |
+
# )
|
| 133 |
+
|
| 134 |
+
# if split_position:
|
| 135 |
+
# cv2.rectangle(
|
| 136 |
+
# image,
|
| 137 |
+
# (split_position['left'], split_position['top']),
|
| 138 |
+
# (split_position['left'] + split_position['width'], split_position['top'] + split_position['height']),
|
| 139 |
+
# rgb,
|
| 140 |
+
# -1,
|
| 141 |
+
# )
|
| 142 |
+
|
| 143 |
+
# if member_position:
|
| 144 |
+
# cv2.rectangle(
|
| 145 |
+
# image,
|
| 146 |
+
# (member_position['left'], member_position['top']),
|
| 147 |
+
# (member_position['left'] + member_position['width'], member_position['top'] + member_position['height']),
|
| 148 |
+
# rgb,
|
| 149 |
+
# -1,
|
| 150 |
+
# )
|
| 151 |
+
|
| 152 |
+
# if member_count_position:
|
| 153 |
+
# cv2.rectangle(
|
| 154 |
+
# image,
|
| 155 |
+
# (member_count_position['left'], member_count_position['top']),
|
| 156 |
+
# (member_count_position['left'] + member_count_position['width'], member_count_position['top'] + member_count_position['height']),
|
| 157 |
+
# rgb,
|
| 158 |
+
# -1,
|
| 159 |
+
# )
|
| 160 |
+
|
| 161 |
+
# # Add new member count text
|
| 162 |
+
# updated_member_count = {
|
| 163 |
+
# 'id': f"Grup 路 {anggota} anggota",
|
| 164 |
+
# 'en': f"Group 路 {anggota} member"
|
| 165 |
+
# }.get(lang)
|
| 166 |
+
|
| 167 |
+
# font_path = "SFNSText-Regular.otf"
|
| 168 |
+
# font_size = max(member_count_position['width'], member_count_position['height']) + 5.5
|
| 169 |
+
# font = ImageFont.truetype(font_path, int(font_size))
|
| 170 |
+
|
| 171 |
+
# image_pil = Image.fromarray(cv2.cvtColor(image, cv2.COLOR_BGR2RGB))
|
| 172 |
+
# draw = ImageDraw.Draw(image_pil)
|
| 173 |
+
# text_x = group_position['left']
|
| 174 |
+
# text_y = member_count_position['top'] - 4
|
| 175 |
+
# draw.text((text_x, text_y), updated_member_count, font=font, fill=(90, 94, 95, 255))
|
| 176 |
+
# image = cv2.cvtColor(np.array(image_pil), cv2.COLOR_RGB2BGR)
|
| 177 |
+
|
| 178 |
+
# Encode and return the processed image
|
| 179 |
+
# _, img_encoded = cv2.imencode('.jpg', image)
|
| 180 |
+
# return jsonify(io.BytesIO(img_encoded.tobytes()), mimetype='image/jpeg')
|
| 181 |
+
|
| 182 |
+
# except Exception as e:
|
| 183 |
+
# error_traceback = traceback.format_exc()
|
| 184 |
+
# print(f"Error occurred: {error_traceback}")
|
| 185 |
+
# return jsonify({
|
| 186 |
+
# 'status': 'failed',
|
| 187 |
+
# 'message': str(e),
|
| 188 |
+
# 'traceback': error_traceback
|
| 189 |
+
# }), 500
|
| 190 |
|
| 191 |
if __name__ == '__main__':
|
| 192 |
+
app.run(port=7860, debug=True, host='0.0.0.0')
|