Spaces:
Sleeping
Sleeping
| title: Drakosfires Dungeons and Dragons Item Card Generator | |
| emoji: 🃏 | |
| colorFrom: yellow | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 4.26.0 | |
| app_file: app.py | |
| pinned: false | |
| # Drakosfire's Dungeons and Dragons Item Card Generator | |
| Welcome to the Drakosfire's Dungeons and Dragons Item Card Generator! This innovative tool harnesses the power of AI to generate unique item cards for your D&D adventures. | |
| ## Overview | |
| This generator leverages an API call to [Replicate](https://replicate.com/) using Llama 3 70b, combined with a custom fine-tuned version of the Stable Diffusion SDXL model. You can find more about the specific modelthis project was based on at [Civitai](https://civitai.com/models/129681/sdxl-faetastic). | |
| ## Key Features | |
| - **Custom Fine-Tuning**: The backbone of this generator is a fine-tuned Stable Diffusion SDXL model, specifically optimized for generating high-quality, fantasy-themed images on a unique card border that is themed by your imagination. | |
| - **Consistent Card Design**: To ensure each card maintains a uniform appearance, a LoRA (Locally Optimized Representation Approximation) technique was used. This involved training the model with a hand-crafted dataset of card border images, enabling the system to generate new cards with consistent text and image spaces where the generated text and images can be elegantly integrated. | |
| ## How It Works | |
| 1. Your intitial text along with the prompt is sent to Llama 3 70b to generate a structured python dictionary. | |
| 2. This new text will populate in interactive text fields. If it isn't perfect you can edit the text to fit your item. | |
| 3. THe final text field is the Stable Diffusion prompt, these generate like one sentence stories describing the scene of your item. This field can also be edited. | |
| 4. **Image and Text Generation**: Now generate 4 card template without text and pick your favorite. | |
| 5. Finally, add text to your favorite template. | |
| 3. **Result**: The final product is a beautifully crafted D&D item card, ready for use in your gaming sessions. | |
| ## Example Cards | |
| Below are a few examples of the item cards generated using our tool: | |
|  | |
|  | |
| We hope you enjoy enhancing your Dungeons and Dragons experience with this unique tool. Happy adventuring! | |