---
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
```