Update README.md

README.md

@@ -1,68 +1,13 @@
-# ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation
-
-### [ICCV 2025] Official Pytorch implementation of the paper: "ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation" 
-by Jimyeon Kim, Jungwon Park, Yeji Song, Nojun Kwak, Wonjong Rhee†.
-
-Seoul National University
-
-[Arxiv](https://arxiv.org/abs/2507.01496)
- 
-[Project Page](https://wlaud1001.github.io/ReFlex/)
-
-
-
-![main](./images/main_figure.png)
-
-## Setup
-```
-git clone https://github.com/wlaud1001/ReFlex.git
-cd ReFlex
-
-conda create -n reflex python=3.10
-conda activate reflex
-pip install -r requirements.txt
-```
-
-## Run
-
-### Run exmaple
-```
-python img_edit.py \
-    --gpu {gpu} \
-    --seed {seed} \
-    --img_path {source_img_path} \
-    --source_prompt {source_prompt} \
-    --target_prompt  {target_prompt} \
-    --results_dir {results_dir} \
-    --feature_steps {feature_steps} \
-    --attn_topk {attn_topk}
-```
-### Arguments
-- --gpu: Index of the GPU to use.
-- --seed: Random seed.
-- --img_path: Path to the input real image to be edited.
-- --mask_path (optional): Path to a ground-truth mask for local editing. 
-    - If provided, this mask is used directly. 
-    - If omitted, the editing mask is automatically generated from attention maps.
-- --source_prompt (optional): Text prompt describing the content of the input image.
-    - If provided, mask generation and latent blending will be applied.
-    - If omitted, editing proceeds without latent blending.
-- --target_prompt: Text prompt describing the desired edited image.
-- --blend_word (optional): Word in --source_prompt to guide mask generation via its I2T-CA map.
-    -  If omitted, the blend word is automatically inferred by comparing source_prompt and target_prompt.
-- --results_dir: Directory to save the output images
-### 
-
-### Scripts
-We also provide several example scripts in the (./scripts) directory for some use cases and reproducible experiments.
-#### Script Categories
-- scripts/wo_ca/: Cases where the source prompt is not given. I2T-CA adaptation and latent blending are not applied.
-- scripts/w_ca/: Cases where the source prompt is given, and the editing mask for latent blending is automatically generated from the attention map.
-- scripts/w_mask/: Cases where a ground-truth mask for local editing is provided and directly used for latent blending.
-
-You can run a script as follows:
-```
-./scripts/wo_ca/run_bear.sh
-./scripts/w_ca/run_bird.sh
-./scripts/w_mask/run_cat_hat.sh
-```
+title: ReFlex
+emoji: 📚
+colorFrom: red
+colorTo: yellow
+sdk: gradio
+sdk_version: 5.38.0
+app_file: app.py
+pinned: false
+license: mit
+short_description: Text-Guided Editing of Real Images
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference