Duplicate from fal/flux-2-klein-4B-outpaint-lora

Co-authored-by: ilkerizgi <ilkerzgi@users.noreply.huggingface.co>

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LyNiaZ53Tudg0J6sT8Xbx_pytorch_lora_weights_comfy_converted.safetensors

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README.md

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+---
+license: apache-2.0
+language:
+- en
+tags:
+- flux
+- flux-2-klein
+- flux-lora
+- lora
+- outpainting
+- image-extension
+- green-screen
+- inpainting
+- image-to-image
+- fal-ai
+- template:diffusion-lora
+pipeline_tag: image-to-image
+widget:
+- text: Fill the green spaces according to the image
+  output:
+    url: examples/example1_output.jpg
+- src: examples/example1_input.jpg
+  prompt: Fill the green spaces according to the image
+  output:
+    url: examples/example1_output.jpg
+- text: Fill the green spaces according to the image
+  output:
+    url: examples/example2_output.jpg
+- src: examples/example2_input.jpg
+  prompt: Fill the green spaces according to the image
+  output:
+    url: examples/example2_output.jpg
+- text: Fill the green spaces according to the image
+  output:
+    url: examples/example3_output.jpg
+- src: examples/example3_input.jpg
+  prompt: Fill the green spaces according to the image
+  output:
+    url: examples/example3_output.jpg
+- text: Fill the green spaces according to the image
+  output:
+    url: examples/example4_output.jpg
+- src: examples/example4_input.jpg
+  prompt: Fill the green spaces according to the image
+  output:
+    url: examples/example4_output.jpg
+base_model: black-forest-labs/FLUX.2-klein-4B
+instance_prompt: Fill the green spaces according to the image
+---
+
+<Gallery />
+
+<div align="center">
+
+# 🖼️ Flux Green Screen Outpainting LoRA
+
+### Extend images by filling green border areas with AI-generated content
+
+[![Try on fal.ai](https://img.shields.io/badge/🚀_Try_it_Live-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora)
+[![License](https://img.shields.io/badge/License-Apache_2.0-green?style=for-the-badge)](https://opensource.org/licenses/Apache-2.0)
+
+<img src="images/banner.jpg" alt="Outpaint LoRA Banner" width="100%">
+
+</div>
+
+---
+
+## 🎯 What does this model do?
+
+This LoRA fills **green border areas** around an image with contextually appropriate AI-generated content. Simply add a green border to any image, and the model will extend the scene naturally.
+```
+┌─────────────────────────────────────┐
+│ ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ │  Green areas
+│ ░░░┌───────────────────────┐░░░░░░░ │  get filled
+│ ░░░│                       │░░░░░░░ │  with matching
+│ ░░░│    Original Image     │░░░░░░░ │  content
+│ ░░░│                       │░░░░░░░ │
+│ ░░░└───────────────────────┘░░░░░░░ │
+│ ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░ │
+└─────────────────────────────────────┘
+```
+
+Perfect for **extending photos**, **creating wider compositions**, and **generating seamless backgrounds**.
+
+---
+
+## 🖼️ Examples
+
+<table>
+<tr>
+<th>Input (with green border)</th>
+<th>Output (extended image)</th>
+</tr>
+<tr>
+<td><img src="examples/example1_input.jpg" width="300"></td>
+<td><img src="examples/example1_output.jpg" width="300"></td>
+</tr>
+<tr>
+<td><img src="examples/example2_input.jpg" width="300"></td>
+<td><img src="examples/example2_output.jpg" width="300"></td>
+</tr>
+<tr>
+<td><img src="examples/example3_input.jpg" width="300"></td>
+<td><img src="examples/example3_output.jpg" width="300"></td>
+</tr>
+<tr>
+<td><img src="examples/example4_input.jpg" width="300"></td>
+<td><img src="examples/example4_output.jpg" width="300"></td>
+</tr>
+</table>
+
+---
+
+## 🚀 Quick Start
+
+### Prompt
+```
+Fill the green spaces according to the image
+```
+
+### Green Border Requirements
+- Use pure green: RGB(0, 255, 0) or #00FF00
+- Border can be any thickness (5%-25% of image dimension works well)
+- Each side can have different border widths
+
+---
+
+## 💻 Usage
+
+### Try it Live on fal.ai
+
+▶️ **[Open Playground](https://fal.ai/models/fal-ai/flux-2-klein/4b/base/edit/lora?share=528658ce-ed9c-46be-8e2b-815fbc4d14a6)**
+
+### With fal.ai SDK
+```python
+import fal_client
+
+def on_queue_update(update):
+    if isinstance(update, fal_client.InProgress):
+        for log in update.logs:
+           print(log["message"])
+
+result = fal_client.subscribe(
+    "fal-ai/flux-2/klein/4b/base/edit/lora",
+    arguments={
+        "prompt": "Fill the green spaces according to the image",
+        "model_name": None,
+        "loras": [{
+            "path": "https://huggingface.co/fal/flux-2-klein-4B-outpaint-lora/resolve/main/flux-outpaint-lora.safetensors",
+            "scale": 1.1
+        }],
+        "embeddings": [],
+        "image_urls": ["https://your-image-with-green-border.png"]
+    },
+    with_logs=True,
+    on_queue_update=on_queue_update,
+)
+print(result)
+```
+
+---
+
+## 📦 Model Files
+
+| File | Use Case |
+|------|----------|
+| `flux-outpaint-lora.safetensors` | fal.ai |
+| `LyNiaZ53Tudg0J6sT8Xbx_pytorch_lora_weights_comfy_converted.safetensors` | ComfyUI |
+
+---
+
+## 🎓 Training Details
+
+<details>
+<summary>Click to expand</summary>
+
+### Dataset
+- **Size**: 1000 image pairs
+- **Content**: Diverse subjects including:
+  - **Landscapes**: mountains, beaches, forests, deserts, cities
+  - **People**: portraits, groups, activities
+  - **Animals**: pets, wildlife, birds
+  - **Food**: dishes, ingredients, table settings
+  - **Architecture**: buildings, interiors, landmarks
+  - **Art styles**: paintings, illustrations, abstract
+  - **Objects**: vehicles, electronics, furniture
+  - **Nature**: weather, space, underwater
+- **Border variation**: Random green borders (5%-25% of each side)
+- **Aspect ratios**: Various (1:1, 16:9, 9:16, 4:3, 3:4, etc.)
+
+### Training
+- **Base Model**: FLUX.2-Klein 4B
+- **Platform**: [fal.ai](https://fal.ai)
+- **Method**: LoRA training
+
+</details>
+
+---
+
+## 🎮 Use Cases
+
+- **Photo Extension**: Expand cropped photos to wider compositions
+- **Background Generation**: Create seamless backgrounds for subjects
+- **Aspect Ratio Conversion**: Convert portrait to landscape or vice versa
+- **Creative Composition**: Add environmental context to isolated subjects
+
+---
+
+## ⚠️ Limitations
+
+- Works best with pure green (#00FF00) borders
+- Complex scenes may require multiple passes
+- Very large border areas may produce less coherent results
+
+---
+
+## 📄 License
+
+[Apache 2.0](https://opensource.org/licenses/Apache-2.0)
+
+---
+
+<div align="center">
+
+### Created by [@ilkerzgi](https://huggingface.co/ilkerzgi) • Trained with [fal.ai](https://fal.ai)
+
+
+[![Try on fal.ai](https://img.shields.io/badge/🚀_Try_it_Live-fal.ai-FF6B35?style=for-the-badge)](https://fal.ai/models/fal-ai/flux-2/klein/4b/base/edit/lora/)
+
+</div>

flux-outpaint-lora.safetensors

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