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import os | |
import tempfile | |
from PIL import Image | |
import gradio as gr | |
from google import genai | |
from google.genai import types | |
def save_binary_file(file_name, data): | |
with open(file_name, "wb") as f: | |
f.write(data) | |
def generate(text, file_name, api_key, model="gemini-2.0-flash-exp"): | |
client = genai.Client(api_key=(api_key.strip() if api_key and api_key.strip() != "" else os.environ.get("GEMINI_API_KEY"))) | |
files = [client.files.upload(file=file_name)] | |
contents = [ | |
types.Content( | |
role="user", | |
parts=[ | |
types.Part.from_uri(file_uri=files[0].uri, mime_type=files[0].mime_type), | |
types.Part.from_text(text=text), | |
], | |
), | |
] | |
generate_content_config = types.GenerateContentConfig( | |
temperature=1, | |
top_p=0.95, | |
top_k=40, | |
max_output_tokens=8192, | |
response_modalities=["image", "text"], | |
response_mime_type="text/plain", | |
) | |
text_response = "" | |
image_path = None | |
with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: | |
temp_path = tmp.name | |
for chunk in client.models.generate_content_stream(model=model, contents=contents, config=generate_content_config): | |
if not chunk.candidates or not chunk.candidates[0].content or not chunk.candidates[0].content.parts: | |
continue | |
candidate = chunk.candidates[0].content.parts[0] | |
if candidate.inline_data: | |
save_binary_file(temp_path, candidate.inline_data.data) | |
image_path = temp_path | |
break | |
else: | |
text_response += chunk.text + "\n" | |
del files | |
return image_path, text_response | |
def process_image_and_prompt(composite_pil, prompt, gemini_api_key): | |
try: | |
if not composite_pil: | |
raise gr.Error("Carregue uma imagem primeiro.", duration=5) | |
if not prompt: | |
raise gr.Error("Digite um prompt antes de gerar.", duration=5) | |
if not gemini_api_key and not os.environ.get("GEMINI_API_KEY"): | |
raise gr.Error("Insira uma chave API Gemini ou configure a variável GEMINI_API_KEY.", duration=10) | |
with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp: | |
composite_path = tmp.name | |
composite_pil.save(composite_path) | |
image_path, text_response = generate(text=prompt, file_name=composite_path, api_key=gemini_api_key) | |
if image_path: | |
result_img = Image.open(image_path) | |
if result_img.mode == "RGBA": | |
result_img = result_img.convert("RGB") | |
return result_img, "" | |
else: | |
return None, text_response | |
except Exception as e: | |
raise gr.Error(f"Erro: {e}", duration=5) | |
# Interface Moderna | |
with gr.Blocks(css="style.css", theme=gr.themes.Soft(), title="Gemini Image Editor") as demo: | |
gr.HTML( | |
""" | |
<div class="header"> | |
<img src="https://www.gstatic.com/lamda/images/gemini_favicon_f069958c85030456e93de685481c559f160ea06b.png" alt="Logo" class="logo"> | |
<h1>Gemini Image Editor</h1> | |
<p class="subtitle">Edite imagens com IA de forma simples e poderosa</p> | |
</div> | |
""" | |
) | |
with gr.Row(elem_classes="main-container"): | |
with gr.Column(scale=1, elem_classes="input-section"): | |
image_input = gr.Image(type="pil", label="Carregar Imagem (PNG)", elem_classes="image-upload") | |
prompt_input = gr.Textbox(placeholder="Digite o prompt (ex: 'add a hat')", label="Prompt", elem_classes="prompt-box") | |
gemini_api_key = gr.Textbox(placeholder="Chave API Gemini", label="API Key", type="password", elem_classes="api-key-box") | |
with gr.Row(): | |
submit_btn = gr.Button("Gerar", variant="primary", elem_classes="submit-btn") | |
clear_btn = gr.Button("Limpar", variant="secondary", elem_classes="clear-btn") | |
with gr.Column(scale=2, elem_classes="output-section"): | |
output_image = gr.Image(label="Resultado", elem_classes="output-image") | |
output_text = gr.Textbox(label="Mensagem", placeholder="Resultados de texto aparecem aqui", interactive=False, elem_classes="output-text") | |
with gr.Accordion("ℹ️ Como Usar e Configurar", open=False, elem_classes="info-accordion"): | |
gr.Markdown(""" | |
### Como Usar | |
1. Faça upload de uma imagem PNG. | |
2. Digite um prompt em inglês (ex: "remove the background"). | |
3. Insira sua chave API Gemini ou configure a variável `GEMINI_API_KEY`. | |
4. Clique em "Gerar" e veja o resultado! | |
### Configuração | |
- Obtenha sua chave API em <a href="https://aistudio.google.com/apikey">Google AI Studio</a>. | |
- Duplique este projeto em <a href="https://huggingface.co/spaces/ameerazam08/Gemini-Image-Edit?duplicate=true">Hugging Face</a>. | |
- Contato: <a href="https://www.linkedin.com/in/dheiver-santos/">Dheiver Santos</a>. | |
""") | |
gr.Markdown("### Exemplos", elem_classes="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'", ""], | |
] | |
gr.Examples(examples=examples, inputs=[image_input, prompt_input, gemini_api_key], outputs=[output_image, output_text], | |
fn=process_image_and_prompt, cache_examples=False) | |
# Eventos | |
submit_btn.click(fn=process_image_and_prompt, inputs=[image_input, prompt_input, gemini_api_key], outputs=[output_image, output_text]) | |
clear_btn.click(fn=lambda: (None, "", "", None, ""), inputs=[], outputs=[image_input, prompt_input, gemini_api_key, output_image, output_text]) | |
demo.queue(max_size=50).launch() |