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README.md

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 ---
 license: cc-by-nc-4.0
+language:
+  - en
+base_model: black-forest-labs/FLUX.1-Kontext-dev
+tags:
+  - image-editing
+  - image-retouching
+  - lora
+  - eyecontrol
 ---
+
+# EyeControl
+
+Checkpoints for **Dotting the Eye: An Intent-Driven Image Retouching
+Agent for Visual Focus Enhancement**.
+
+EyeControl supports instruction-based image retouching with global
+color and tone adjustments, local instructions, and spatial intent
+for visual focus enhancement.
+
+## Files
+
+- `control.safetensors`: EyeControl control weights.
+- `adapter_model.safetensors`: trained LoRA adapter weights.
+- `adapter_config.json`: LoRA adapter configuration.
+
+These files require the FLUX.1-Kontext-dev base model and the
+EyeControl inference code.
+
+## Download
+
+Run from the EyeControl code repository:
+
+```bash
+hf download Dragoniss/EyeControl --local-dir pretrained/eyecontrol
+```
+
+## Usage
+
+1. Prepare FLUX.1-Kontext-dev at `pretrained/FLUX.1-Kontext-dev`.
+2. Download the EyeControl checkpoint using the command above.
+3. Set `CHECKPOINT_DIRS` in `infer.sh` to `("pretrained/eyecontrol")`.
+4. Configure the input images, masks, and prompts, then run:
+
+```bash
+bash infer.sh
+```