Spaces:
Runtime error
Runtime error
import json | |
import os | |
import time | |
import uuid | |
import tempfile | |
from PIL import Image, ImageDraw, ImageFont | |
import gradio as gr | |
import base64 | |
import mimetypes | |
from io import BytesIO | |
from google import genai | |
from google.genai import types | |
def generate(text, images, api_key, model="gemini-2.5-flash-image-preview"): | |
# Initialize client using provided api_key (or fallback to env variable) | |
client = genai.Client(api_key=(api_key.strip() if api_key and api_key.strip() != "" | |
else os.environ.get("GEMINI_API_KEY"))) | |
# Prepare contents with images first, then text | |
contents = images + [text] | |
response = client.models.generate_content( | |
model=model, | |
contents=contents, | |
) | |
text_response = "" | |
image_path = None | |
for part in response.candidates[0].content.parts: | |
if part.text is not None: | |
text_response += part.text + "\n" | |
elif part.inline_data is not None: | |
# Create a temporary file to store the generated image | |
with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: | |
temp_path = tmp.name | |
generated_image = Image.open(BytesIO(part.inline_data.data)) | |
generated_image.save(temp_path) | |
image_path = temp_path | |
print(f"Generated image saved to: {temp_path} with prompt: {text}") | |
return image_path, text_response | |
def load_uploaded_images(uploaded_files): | |
"""Load and display uploaded images immediately""" | |
uploaded_images = [] | |
if uploaded_files: | |
for file in uploaded_files: | |
if file.name.lower().endswith(('.png', '.jpg', '.jpeg', '.webp')): | |
img = Image.open(file.name) | |
if img.mode == "RGBA": | |
img = img.convert("RGBA") | |
uploaded_images.append(img) | |
return uploaded_images | |
def process_image_and_prompt(uploaded_files, prompt, gemini_api_key): | |
try: | |
input_text = prompt | |
model = "gemini-2.5-flash-image-preview" | |
# Load images from uploaded files | |
images = [] | |
uploaded_images = [] | |
if uploaded_files: | |
for file in uploaded_files: | |
if file.name.lower().endswith(('.png', '.jpg', '.jpeg', '.webp')): | |
img = Image.open(file.name) | |
if img.mode == "RGBA": | |
img = img.convert("RGBA") | |
images.append(img) | |
uploaded_images.append(img) | |
if not images: | |
raise gr.Error("Please upload at least one image", duration=5) | |
# Format: [dress_image, model_image, text_input] or [image1, image2, ..., text_input] | |
image_path, text_response = generate(text=input_text, images=images, api_key=gemini_api_key, model=model) | |
if image_path: | |
# Load and convert the image if needed. | |
result_img = Image.open(image_path) | |
if result_img.mode == "RGBA": | |
result_img = result_img.convert("RGBA") | |
return uploaded_images, [result_img], "" # Return uploaded images, generated image, and empty text output. | |
else: | |
# Return uploaded images, no generated image, and the text response. | |
return uploaded_images, None, text_response | |
except Exception as e: | |
raise gr.Error(f"Error Getting {e}", duration=5) | |
# Build a Blocks-based interface with a custom HTML header and CSS | |
with gr.Blocks(css_paths="style.css",) as demo: | |
# Custom HTML header with proper class for styling | |
gr.HTML( | |
""" | |
<div class="header-container"> | |
<div> | |
<img src="https://www.gstatic.com/lamda/images/gemini_favicon_f069958c85030456e93de685481c559f160ea06b.png" alt="Gemini logo"> | |
</div> | |
<div> | |
<h1>Gemini for Image Editing</h1> | |
<p>Powered by <a href="https://gradio.app/">Gradio</a>β‘οΈ| | |
<a href="https://huggingface.co/spaces/ameerazam08/Gemini-Image-Edit?duplicate=true">Duplicate</a> this Repo | | |
<a href="https://aistudio.google.com/apikey">Get an API Key</a> | | |
Follow me on Twitter: <a href="https://x.com/Ameerazam18">Ameerazam18</a></p> | |
</div> | |
</div> | |
""" | |
) | |
with gr.Accordion("β οΈ API Configuration β οΈ", open=False, elem_classes="config-accordion"): | |
gr.Markdown(""" | |
- **Issue:** β Sometimes the model returns text instead of an image. | |
### π§ Steps to Address: | |
1. **π οΈ Duplicate the Repository** | |
- Create a separate copy for modifications. | |
2. **π Use Your Own Gemini API Key** | |
- You **must** configure your own Gemini key for generation! | |
""") | |
with gr.Accordion("π Usage Instructions", open=False, elem_classes="instructions-accordion"): | |
gr.Markdown(""" | |
### π Usage | |
- Upload an image and enter a prompt to generate outputs. | |
- If text is returned instead of an image, it will appear in the text output. | |
- Upload Only PNG Image | |
- β **Do not use NSFW images!** | |
""") | |
with gr.Row(elem_classes="main-content"): | |
with gr.Column(elem_classes="input-column"): | |
image_input = gr.File( | |
file_types=["image"], | |
file_count="multiple", | |
label="Upload Images ", | |
elem_id="image-input", | |
elem_classes="upload-box" | |
) | |
gemini_api_key = gr.Textbox( | |
lines=1, | |
placeholder="Enter Gemini API Key (optional)", | |
label="Gemini API Key (optional)", | |
elem_classes="api-key-input" | |
) | |
prompt_input = gr.Textbox( | |
lines=2, | |
placeholder="Enter prompt here...", | |
label="Prompt", | |
elem_classes="prompt-input" | |
) | |
submit_btn = gr.Button("Generate", elem_classes="generate-btn") | |
with gr.Column(elem_classes="output-column"): | |
uploaded_gallery = gr.Gallery(label="Uploaded Images", elem_classes="uploaded-gallery") | |
output_gallery = gr.Gallery(label="Generated Outputs", elem_classes="output-gallery") | |
output_text = gr.Textbox( | |
label="Gemini Output", | |
placeholder="Text response will appear here if no image is generated.", | |
elem_classes="output-text" | |
) | |
# Set up the interaction with three outputs. | |
submit_btn.click( | |
fn=process_image_and_prompt, | |
inputs=[image_input, prompt_input, gemini_api_key], | |
outputs=[uploaded_gallery, output_gallery, output_text], | |
) | |
# Update uploaded gallery immediately when files are uploaded | |
image_input.upload( | |
fn=load_uploaded_images, | |
inputs=[image_input], | |
outputs=[uploaded_gallery], | |
) | |
gr.Markdown("## Try these examples", elem_classes="gr-examples-header") | |
examples = [ | |
["data/1.webp", 'change text to "AMEER"'], | |
["data/2.webp", "remove the spoon from hand only"], | |
["data/3.webp", 'change text to "Make it "'], | |
["data/1.jpg", "add joker style only on face"], | |
["data/1777043.jpg", "add joker style only on face"], | |
["data/2807615.jpg", "add lipstick on lip only"], | |
["data/76860.jpg", "add lipstick on lip only"], | |
["data/2807615.jpg", "make it happy looking face only"], | |
] | |
gr.Examples( | |
examples=examples, | |
inputs=[image_input, prompt_input,], | |
elem_id="examples-grid" | |
) | |
demo.queue(max_size=50).launch(mcp_server=True, share=True) |