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| title: AWS Nova Canvas | |
| emoji: 🚀 | |
| colorFrom: blue | |
| colorTo: red | |
| sdk: gradio | |
| sdk_version: 5.6.0 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| short_description: Generate image variations | |
| <div align="center" style="display: block;margin-left: auto;margin-right: auto;width: 50%;"> | |
| <h1>AWS Nova Canvas Image Generation</h1> | |
| <h1 > | |
| <img width="300" height="300" src="sloth.jpg" alt="float-app icon"> | |
| </h1> | |
| <div style="display: flex; justify-content: center; align-items: center;"> | |
| <h4 style="margin: 0; display: flex;"> | |
| <a href="https://www.apache.org/licenses/LICENSE-2.0.html"> | |
| <img src="https://img.shields.io/badge/license-Apache2.0-blue" alt="float is under the Apache 2.0 liscense" /> | |
| </a> | |
| <a href="https://docs.aws.amazon.com/nova/latest/userguide/what-is-nova.html"> | |
| <img src="https://img.shields.io/badge/AWS%20Nova%20Canvas-violet" alt="Expo Version" /> | |
| </a> | |
| <a href="https://cloud.google.com/text-to-speech/docs/basics"> | |
| <img src="https://img.shields.io/badge/Gradio%205.6.0-yellow" alt="Google Text-To-Speech" /> | |
| </a> | |
| <a href="https://www.python.org/downloads/"> | |
| <img src="https://img.shields.io/badge/python->=3.12.8-blue"> | |
| </a> | |
| </h4> | |
| </div> | |
| <p><b>From Thought - To Concept <br> <a href="https://hatman-aws-nova-canvas.hf.space"> Nova Canvas » </a> </b> </p> | |
| </div> | |
| A Gradio application for advanced image generation using AWS Nova Canvas, offering comprehensive image manipulation capabilities. | |
| ## Capabilities | |
| - **Text to Image**: Generate images from text prompts | |
| - **Inpainting**: Modify specific image areas | |
| - **Outpainting**: Extend image boundaries | |
| - **Image Variation**: Create image variations | |
| - **Image Conditioning**: Generate images based on input image and text | |
| - **Color Guided Content**: Create images using reference color palettes | |
| - **Background Removal**: Remove image backgrounds | |
| ## Prerequisites | |
| - AWS credentials configured (AmazonBedrockFullAccess) | |
| - HF Token for Input Image Check | |
| - Boto3 Python library | |
| - Gradio 5.6.0 | |
| ## Install | |
| ```script | |
| git clone https://github.com/hatmanstack/canvas-demo.git | |
| cd canvas-demo | |
| python -r requirements.txt | |
| ``` | |
| - Create a .env in the root directory with AWS and HuggingFace credentials | |
| - grant access in us-east-1 to Nova Family of Models | |
| - grant full Bedrock Access | |
| - grant access to s3 bucket in region of your choice | |
| .env | |
| ```script | |
| AWS_ID=<aws> | |
| AWS_SECRET=<aws> | |
| NOVA_IMAGE_BUCKET=<bucket name> | |
| BUCKET_REGION=<bucket region> | |
| HF_TOKEN=<hugging face token with either read or write capabilities for content moderation> | |
| RATE_LIMIT=<Around .04 per image for Stanard quality and .08 for Premium, each rate_limit unit counts as 1 Standard, Refreshes every 20 minutes> | |
| ``` | |
| ## Technical Details | |
| - Model: Amazon Nova Canvas (amazon.nova-canvas-v1:0) | |
| - Model: Amazon Nova Lite (us.amazon.nova-lite-v1:0) | |
| - Image Generation Parameters: | |
| - Default resolution: 1024x1024 | |
| - Quality: Standard | |
| - CFG Scale: 8.0 | |
| - Configurable seed | |