Merge branch 'main' of https://huggingface.co/datasets/thedeoxen/refcontrol-flux-kontext-dataset

README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+size_categories:
+- 1K<n<10K
+---
+# Flux Kontext RefControl Dataset
+
+This dataset was created for training **Flux Kontext RefControl LoRAs**.  
+It provides paired data of **control maps** (depth, pose, lineart, canny) and their **corresponding results** for reference-guided training.
+
+---
+## 📂 Dataset Structure
+
+```text
+dataset/
+│
+├── depth/
+│   ├── control/   # depth maps
+│   └── result/    # corresponding images
+│
+├── pose/
+│   ├── control/   # pose skeletons / keypoints
+│   └── result/    # corresponding images
+│
+├── lineart/
+│   ├── control/   # lineart outlines
+│   └── result/    # corresponding images
+│
+├── canny/
+│   ├── control/   # canny edge maps
+│   └── result/    # corresponding images
+```
+
+
+
+
+- Files in `control` and `result` share the same names.  
+  Example: `depth/control/0001.png` ↔ `depth/result/0001.png`
+
+---
+
+## 🎯 Purpose
+
+The dataset is designed to train LoRAs that:
+- Preserve **identity** (faces, style, object details).
+- Follow **control signals**: depth, pose, lineart, or canny edges.
+- Enable consistent and controllable generation with **Flux Kontext** models.
+
+---
+
+## 📸 Data Source & Attribution
+
+All images were sourced from **[Pexels](https://www.pexels.com/)** under the **CC0 license**.  
+For this dataset, we carefully selected **photo series** where:
+- The **object or person remained the same**,  
+- But **pose, position, or composition changed** across the sequence.  
+
+This approach ensures strong consistency for reference-based training while enabling meaningful variation for control tasks.
+
+🙏 **A huge thank you to the talented photographers on Pexels** for sharing their work openly and making this dataset possible.
+
+---
+
+## 🔗 Related LoRAs
+
+- **[Depth Reference Fusion LoRA](https://huggingface.co/thedeoxen/FLUX.1-Kontext-dev-reference-depth-fusion-LORA)**  
+  Trigger: `redepthkontext`  
+  Preserves identity while following a depth map.
+
+- **[Reference Pose LoRA](https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-pose-lora)**  
+  Trigger: `refcontrolpose`  
+  Uses a pose skeleton to transfer style/identity to a new pose.
+
+- **[Reference Lineart LoRA](https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-lineart-lora)**  
+  Trigger: `refcontrollineart`  
+  Controls proportions with lineart while keeping style.
+
+- **[Reference Canny LoRA](https://huggingface.co/thedeoxen/refcontrol-flux-kontext-reference-canny-lora)**  
+  Trigger: `refcontrolcanny`  
+  Uses canny edges for precise contour control.
+
+---
+