python:
from flask import Flask, render_template, request, jsonify import requests import base64 import os from PIL import Image import io import logging # Configure Flask application app = Flask(__name__, template_folder='../templates') app.config['UPLOAD_FOLDER'] = 'uploads/' # Assuming there is an 'uploads' folder at the same level as 'web' logging.basicConfig(level=logging.DEBUG) def encode_image_to_base64(image_path): """Encode image file to base64 string.""" with Image.open(image_path) as image: buffered = io.BytesIO() image.save(buffered, format="PNG") return base64.b64encode(buffered.getvalue()).decode('utf-8') def call_api(image_data): """Call an external API to process the image data.""" url = "http://127.0.0.1:7860/sdapi/v1/txt2img" # Replace with your actual API URL data = { "prompt": "<lora:CWG_archisketch_v1:1>,Building,pre sketch,masterpiece,best quality,featuring markers,(3D:0.7)", "negative_prompt": "blurry, lower quality, glossy finish,insufficient contrast", "init_images": [image_data], "steps": 30, "width": 1024, "height": 1024, } try: response = requests.post(url, json=data) response.raise_for_status() # Raises an HTTPError for bad responses return response.json() except requests.exceptions.RequestException as e: logging.error(f"API call failed: {e}") return None @app.route('/', methods=['GET']) def index(): """Render the main page.""" return render_template('upload.html') @app.route('/upload', methods=['POST']) def upload_file(): """Handle image upload and API interaction.""" if 'file' not in request.files: return jsonify({'error': 'No file part'}), 400 file = request.files['file'] if file.filename == '': return jsonify({'error': 'No selected file'}), 400 if file: filename = file.filename file_path = os.path.join(app.config['UPLOAD_FOLDER'], filename) file.save(file_path) # Save file to uploads folder image_data = encode_image_to_base64(file_path) api_result = call_api(image_data) if api_result is not None: return jsonify(api_result) else: return jsonify({'error': 'API call failed'}), 500 if __name__ == '__main__': app.run(debug=True)
html:
<!DOCTYPE html> <html lang="en"> <head> <meta charset="UTF-8"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Image Upload and Process</title> <style> body { font-family: Arial, sans-serif; background-color: #f4f4f4; display: flex; flex-direction: column; align-items: center; justify-content: center; height: 100vh; margin: 0; } .container { background: white; padding: 20px; border-radius: 8px; box-shadow: 0 0 10px rgba(0,0,0,0.1); } img { max-width: 100%; margin-top: 20px; } </style> </head> <body> <div class="container"> <h1>Upload an Image</h1> <form id="uploadForm" enctype="multipart/form-data"> <input type="file" name="file" required> <button type="submit">Upload and Process</button> </form> <div id="result"></div> </div> <script> document.getElementById('uploadForm').addEventListener('submit', function(event) { event.preventDefault(); const formData = new FormData(this); fetch('/upload', { method: 'POST', body: formData, }) .then(response => response.json()) .then(data => { const resultDiv = document.getElementById('result'); if (data.error) { resultDiv.innerHTML = `<p>Error: ${data.error}</p>`; } else { // Assuming the API returns an image URL or image data directly resultDiv.innerHTML = `<img src="data:image/png;base64,${data.image}" alt="Processed Image">`; // If data is structured differently, adjust accordingly } }) .catch(error => { document.getElementById('result').innerHTML = `<p>Error: ${error.message}</p>`; }); }); </script> </body> </html>