Instagram caption generator

from flask import Flask, render_template, request import cv2 import numpy as np app = Flask(__name__) @app.route('/') def index(): return render_template('index.html') @app.route('/remove_background', methods=['POST']) def remove_background(): if 'image' not in request.files: return render_template('index.html', error='No image file selected.') # Read the uploaded image image = request.files['image'].read() nparr = np.frombuffer(image, np.uint8) img = cv2.imdecode(nparr, cv2.IMREAD_COLOR) # Apply background removal algorithm (example: using OpenCV's grabCut) mask = np.zeros(img.shape[:2], np.uint8) bgd_model = np.zeros((1, 65), np.float64) fgd_model = np.zeros((1, 65), np.float64) rect = (1, 1, img.shape[1] - 1, img.shape[0] - 1) cv2.grabCut(img, mask, rect, bgd_model, fgd_model, 5, cv2.GC_INIT_WITH_RECT) mask = np.where((mask == 2) | (mask == 0), 0, 1).astype('uint8') result = img * mask[:, :, np.newaxis] # Save the result or display it directly (depends on your implementation) # cv2.imwrite('result.png', result) # Render the template with the result return render_template('index.html', result=result) if __name__ == '__main__': app.run()