{"id":30297778,"url":"https://github.com/sumdiboii/advanced-diffusion-models-for-image-generation-public","last_synced_at":"2026-06-20T08:31:16.194Z","repository":{"id":310191696,"uuid":"1038223340","full_name":"Sumdiboii/Advanced-Diffusion-Models-for-Image-Generation-public","owner":"Sumdiboii","description":"FreeCrafter is a responsive web app for generating images with six free AI models, featuring real-time analytics and smart prompt suggestions. 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TITLE with Animated Typing Effect --\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://readme-typing-svg.demolab.com?font=Fira+Code\u0026pause=1000\u0026color=F61C1C\u0026center=true\u0026vCenter=true\u0026width=800\u0026lines=Generate.+Analyze.+Download.;FreeCrafter+AI+Image+Platform;Built+with+React+%2B+Tailwind+%2B+Vanilla+CSS\" alt=\"Typing SVG\" /\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/artificial-intelligence.png\" width=\"100\" /\u003e\n\u003cbr\u003e\u003cbr\u003e\n\n\u003ch1 align=\"center\" style=\"color:#F61C1C;\"\u003e🎨 FreeCrafter AI Image Generator 🤖\u003c/h1\u003e\n\u003ch3 align=\"center\" style=\"color:#F61C1C;\"\u003eTeam: Sumedh Pimplikar, Nikhil Pattewar \u0026 Soham Pawar\u003c/h3\u003e\n\u003ch4 align=\"center\" style=\"color:#F61C1C;\"\u003eGuided by: Dr. Ganesh Kadam\u003c/h4\u003e\n\u003c/p\u003e\n\n\u003cbr\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/source-code.png\" width=\"50\" hspace=\"20\"/\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/artificial-intelligence.png\" width=\"50\" hspace=\"20\"/\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/download.png\" width=\"50\" hspace=\"20\"/\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/data-sheet.png\" width=\"50\" hspace=\"20\"/\u003e\n  \u003cimg src=\"https://img.icons8.com/color/60/design.png\" width=\"50\" hspace=\"20\"/\u003e\n\u003c/p\u003e\n\n\n---\n\n## 📖 Overview\n**FreeCrafter** is a modern, responsive web application for generating images using **six free, state-of-the-art AI models**.  Built with **React**, styled using **Tailwind CSS** and **custom/vanilla CSS**, it offers **real-time analytics, smart prompt recommendations**, and a **user-friendly interface**.  All image generations and analytics are handled on the **frontend** using **Hugging Face Inference API** endpoints.\n\n---\n\n\u003cp align=\"center\"\u003e\n \n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154112.png\" alt=\"Screenshot 154112\" /\u003e\n\u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154018.png\" alt=\"Screenshot 154018\" /\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154028.png\" alt=\"Screenshot 154028\" /\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154038.png\" alt=\"Screenshot 154038\" /\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154046.png\" alt=\"Screenshot 154046\" /\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154055.png\" alt=\"Screenshot 154055\" /\u003e\n  \u003cbr\u003e\n  \u003cimg src=\"read-me-images/Screenshot 2025-08-16 154104.png\" alt=\"Screenshot 154104\" /\u003e\n\n\u003c/p\u003e\n\n\n---\n\n## 🚀 Features\n\n### 🎨 AI Model Selection\n- Choose from 6 free models:  \n  - Stable Diffusion XL Base 1.0  \n  - Stable Diffusion 2.1  \n  - Stable Diffusion 1.5  \n  - Stable Diffusion 3 Medium  \n  - FLUX.1-dev  \n  - FLUX.1-schnell  \n- Each model displays **parameters, strengths, weaknesses, and best use cases**.\n\n \u003cbr\u003e\n\n### 🖼️ Image Generation\n- Input prompts or optionally upload a reference image.  \n- Generate images via the selected model using **Hugging Face API**.  \n- Download or open generated images in a new window.\n\n \u003cbr\u003e\n\n### 📚 History\n- Stores up to **50 previous generations** locally.  \n- View **thumbnails, prompts, model used, and generation date**.  \n- Reload previous generations or clear history easily.\n\n \u003cbr\u003e\n\n### 📊 Analytics Dashboard\n- Real-time metrics: total generations, success rate, average generation time.  \n- Model usage distribution chart.  \n- Model performance comparison table including:  \n  - Usage count \u0026 percentage  \n  - Average prompt length  \n  - Recent usage (last 24h)  \n  - Speed (avg. generation time)  \n  - Last image thumbnail  \n  - Cost efficiency (all models free)\n\n \u003cbr\u003e\n\n### 💡 Smart Recommendations\n- Prompt suggestions based on **selected model, style enhancements, and popular keywords**.\n\n\n \u003cbr\u003e\n \n### 🌙 Responsive UI\n- Desktop \u0026 mobile navigation  \n- Light/Dark theme toggle  \n- Clean, modern design combining **Tailwind CSS and custom/vanilla CSS**  \n\n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## ⚙️ Technical Details\n- **Frontend:** React 18  \n- **Styling:** Tailwind CSS + custom/vanilla CSS for specific overrides  \n- **API Integration:** Hugging Face Inference endpoints  \n- **State Management:** React hooks, `localStorage` for history \u0026 analytics  \n- **No Backend Required:** All analytics and history are calculated client-side  \n- **Accessibility:** ARIA labels, keyboard navigation, responsive design  \n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## 🛠️ How It Works\n1. **Select a Model:** Browse the models guide and pick the best fit.  \n2. **Enter a Prompt:** Describe your desired image. Optionally upload a reference image.  \n3. **Generate \u0026 View:** Prompt is sent to the API endpoint and the generated image is displayed.  \n4. **Analyze \u0026 Compare:** Use analytics to compare performance, trends, and get smart recommendations.  \n5. **History:** Access previous generations, reload prompts, and manage history.\n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## 🧩 Models Supported\n- Stable Diffusion XL Base 1.0  \n- Stable Diffusion 2.1  \n- Stable Diffusion 1.5  \n- Stable Diffusion 3 Medium  \n- FLUX.1-dev  \n- FLUX.1-schnell\n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## 📈 Analytics \u0026 Metrics\n- All metrics are calculated in **real time** from local history.  \n- No hardcoded or random values.  \n- Metrics include: usage, prompt length, recent usage, speed, and last image thumbnail.\n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## 💡 Smart Recommendations\n- Model-specific tips  \n- Style enhancements  \n- Popular keywords from successful generations  \n\n \u003cbr\u003e\n \n---\n\n \u003cbr\u003e\n \n## 📬 Contact\n\u003ctable align=\"center\"\u003e\n  \u003ctr\u003e\n    \u003cth\u003ePlatform\u003c/th\u003e\n    \u003cth\u003eLink\u003c/th\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e📧 Email\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"mailto:sumedh.pimplikar22@pccoepune.org\"\u003esumedh.pimplikar22@pccoepune.org\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e💼 LinkedIn\u003c/td\u003e\n    \u003ctd\u003e\u003ca href=\"https://www.linkedin.com/in/sumedh-pimplikar\" target=\"_blank\"\u003elinkedin.com/in/sumedh-pimplikar\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e💻 GitHub\u003c/td\u003e\n     \u003cbr\u003e\n    \u003ctd\u003e\u003ca href=\"https://github.com/Sumdiboii\" target=\"_blank\"\u003egithub.com/Sumdiboii\u003c/a\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003cbr\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsumdiboii%2Fadvanced-diffusion-models-for-image-generation-public","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsumdiboii%2Fadvanced-diffusion-models-for-image-generation-public","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsumdiboii%2Fadvanced-diffusion-models-for-image-generation-public/lists"}