Developed a Mobile Application Utilizing Nano Banana Technology: Celebrity Selfies Capture
By Harsh Mishra, AI/ML Engineer
In an exciting development in the realm of AI and machine learning, a new app called Nano Banana Republic is set to redefine selfie experiences. This innovative application, which was previously featured in the blog post "Selfie with a Celeb", allows users to take and share selfies with their favourite celebrities in a truly unique and captivating way.
At its core, the Nano Banana Republic app is a testament to the power of seamless integration between user interface (UI) and Python logic. Each element on the page, from the title to the API key input field and image upload boxes, is meticulously created as a Gradio component.
To create a custom layout and style the components, we employ and pass in a custom_css string. Components like the two image upload boxes are strategically placed inside a to appear side-by-side, while the API key field is tucked away inside a collapsible for convenience.
The heart of the app lies in the function, which orchestrates the entire process. This function constructs the final prompt, combining the two images and text instructions, and then calls the Gemini model using the function.
To set up the connection to Google's servers, we use the function, requiring the user to provide their Gemini API key. A "Generate" button is defined, and the results will be displayed in output_image and output_text components.
Before processing, the function first checks if the user has provided an API key and both images. If not, an error message is returned. Once the user uploads their photo and a celebrity image, clicks the "Generate" button, the app will process and deliver the output in a few moments.
The magic that connects the UI to the Python logic is achieved through event handling (.click()). Once a response is received, the function uses helper functions to find the image data. If an image is found, it is decoded and returned to the UI. If not, any text messages are returned instead.
Finally, the app is built using Gradio to create an interactive web page, and it will be deployed on Hugging Face Spaces, a free platform for hosting machine learning demos. Users can customize the prompt, tweak the interface, or even expand the idea into entirely new apps, making Nano Banana Republic a versatile and engaging tool for AI enthusiasts and casual users alike.
Experience the future of selfies with Nano Banana Republic and prepare to be amazed by the results - they look natural and realistic, with strong consistency between both images. Join the revolution today and share your selfies with celebrities like never before!
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