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Running
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Zero
| title: Nano Banana PRO | |
| emoji: 🌖 | |
| colorFrom: pink | |
| colorTo: gray | |
| sdk: gradio | |
| sdk_version: 5.44.0 | |
| app_file: app.py | |
| pinned: false | |
| short_description: Officail 'Nano Banana + Upscale + Outpainting' | |
| Nano Banana PRO | |
| AI-Powered Image Style Transfer with Outpainting & Auto-Upscaling (4x)Overview | |
| Nano Banana PRO is a Gradio-based web application that leverages the google/nano-banana model from Replicate API for image style transfer. Users can apply desired styles to uploaded images, optionally expand image boundaries (outpainting), and automatically perform 4x upscaling.Key Features | |
| 1. Style Transfer | |
| AI-powered style transfer with 1-2 uploaded images | |
| Fine-grained style control via text prompts | |
| Powered by google/nano-banana model | |
| 2. Outpainting (Optional) | |
| Image boundary expansion functionality | |
| Multiple aspect ratio support (9:16, 16:9, 1:1, custom) | |
| 5 alignment options (center, left, right, top, bottom) | |
| Adjustable mask overlap ratio (1-50%) | |
| Image resize options (full, 50%, 33%, 25%, custom) | |
| 3. Auto Upscaling | |
| Automatic Real-ESRGAN 4x upscaling for all generated images | |
| High-quality image output guaranteed | |
| 4. ZeroGPU Optimization | |
| Optimized for Hugging Face Spaces ZeroGPU environment | |
| Efficient GPU resource management | |
| Memory management and timeout prevention logic | |
| Tech Stack | |
| Required Libraries | |
| gradio: Web interface | |
| spaces: Hugging Face Spaces GPU support | |
| replicate: Replicate API client | |
| Pillow (PIL): Image processing | |
| requests: HTTP request handling | |
| numpy: Numerical operations | |
| Models Used | |
| Main Model: google/nano-banana (style transfer) | |
| Upscaling Model: nightmareai/real-esrgan (4x upscaling) | |
| Usage | |
| Basic Usage | |
| Enter style description text | |
| Upload 1-2 images | |
| Click "Generate Magic with Auto-Upscale" button | |
| View and download processed image | |
| Outpainting Usage | |
| Check "Enable Outpainting" checkbox | |
| Enter outpaint prompt | |
| Set target aspect ratio and size | |
| Select alignment option | |
| Preview with "Preview Outpaint Mask" | |
| Click generate button | |
| Limitations | |
| Maximum processing time: 180 seconds (GPU duration) | |
| Maximum image size: 2048x2048 pixels | |
| Replicate API token required | |
| Internet connection required (external API calls) | |
| Error Handling | |
| Main Error Responses | |
| Timeout: Automatically returns original image | |
| API Error: Retry logic applied | |
| Memory Shortage: Automatic garbage collection | |
| Upscaling Failure: Returns original generated image | |
| Performance Optimization | |
| Reduced processing time with automatic image resizing | |
| Improved memory efficiency with timely intermediate variable deletion | |
| Network stability through retry logic | |
| Duration settings optimized for ZeroGPU environment | |
| License & Credits | |
| google/nano-banana model | |
| nightmareai/real-esrgan model | |
| Hugging Face Spaces infrastructure | |
| AI Image Processing | |
| #AIImageGeneration #ImageStyleTransfer #AIArt #TextToImage #ImageToImage #AIImageProcessing #GenerativeAI #DeepLearning #MachineLearning #ComputerVision #NeuralStyleTransfer #AIImageEnhancement | |
| Tech Stack | |
| #Gradio #GradioApp #HuggingFace #HuggingFaceSpaces #ReplicateAPI #Python #WebApplication #ZeroGPU #GPUComputing #CloudComputing #AIDeployment #MLOps | |
| Image Editing Features | |
| #Outpainting #ImageExpansion #ImageUpscaling #RealESRGAN #SuperResolution #4xUpscaling #ImageEnhancement #ImageQuality #HDImage #ImageRestoration #ImageResizing #AspectRatio | |
| Models & Frameworks | |
| #NanoBanana #GoogleAI #ESRGAN #DiffusionModels #ImageDiffusion #StableDiffusion #AIModels #PretrainedModels #TransferLearning #FineTuning | |
| User Experience | |
| #NoCode #LowCode #UserFriendly #WebUI #DragAndDrop #RealTimeProcessing #InstantResults #AutoProcessing #BatchProcessing #ImageOptimization | |
| Developer Related | |
| #OpenSource #APIIntegration #PythonDevelopment #WebDevelopment #FullStack #FrontEnd #BackEnd #CloudNative #Serverless #Microservices | |
| Industry Applications | |
| #CreativeTools #DesignAutomation #ContentCreation #DigitalArt #PhotoEditing #GraphicDesign #MediaProduction #VisualEffects #ImageManipulation #CreativeAI | |
| Community & Platforms | |
| #HuggingFaceCommunity #AIcommunity #OpenAI #MLCommunity #DataScience #ArtificialIntelligence #TechInnovation #AITools #ProductivityTools #CreativeTechnology | |
| Performance & Optimization | |
| #PerformanceOptimization #MemoryManagement #GPUOptimization #LowLatency #HighPerformance #Scalable #Efficient #FastProcessing #ResourceOptimization #CostEffective | |
| Trends & Innovation | |
| #AI2024 #AI2025 #FutureOfAI #Innovation #TechTrends #DigitalTransformation #AIRevolution #NextGenAI #CuttingEdge #EmergingTech #AIApplications |