diff --git a/README.md b/README.md
index 4da4b14..c68246c 100644
--- a/README.md
+++ b/README.md
@@ -32,6 +32,32 @@ More on this here : https://glucauze.github.io/sd-webui-faceswaplab/
 
 ## Quick Start
 
+Here are some gifs to explain (non cherry picked, just random pictures) : 
+
+## Simple Usage (roop like)
+
+This use codeformer on all faces (including non swapped)
+
+[simple.webm](https://github.com/glucauze/sd-webui-faceswaplab/assets/137925069/de00b685-d441-44f9-bae3-71cd7abef113)
+
+## Advanced options 
+
+This is use to improve results. This use upscaling and codeformer only on swapped faces
+
+[advanced.webm](https://github.com/glucauze/sd-webui-faceswaplab/assets/137925069/50630311-bd25-487f-871b-0a44eecd435d)
+
+## Inpainting 
+
+This add inpainting on faces : 
+
+[inpainting.webm](https://github.com/glucauze/sd-webui-faceswaplab/assets/137925069/3d3508e9-5be4-4566-8c41-8301b2d08355)
+
+## Build and use checkpoints : 
+
+[build.webm](https://github.com/glucauze/sd-webui-faceswaplab/assets/137925069/e84e9a3c-840d-4536-9fbb-09ed256406d7)
+
+
+
 ### Simple
 
 1. Put a face in the reference.
diff --git a/install.py b/install.py
index 3cd5a10..7b82180 100644
--- a/install.py
+++ b/install.py
@@ -7,13 +7,6 @@
 
 def check_install() -> None:
     use_gpu = True
-    try:
-        from modules import shared
-
-        use_gpu = not getattr(shared.cmd_opts, "use-cpu", False)
-    except:
-        # On some platform previous lines may failed (modules.shared not initialized), just ignore and use GPU requirements
-        pass
 
     if use_gpu and sys.platform != "darwin":
         print("Faceswaplab : Use GPU requirements")
diff --git a/scripts/faceswaplab_inpainting/i2i_pp.py b/scripts/faceswaplab_inpainting/i2i_pp.py
index 4daa41c..d9295cc 100644
--- a/scripts/faceswaplab_inpainting/i2i_pp.py
+++ b/scripts/faceswaplab_inpainting/i2i_pp.py
@@ -52,6 +52,7 @@ def img2img_diffusion(
                 )
 
                 i2i_kwargs = {
+                    "init_images": [img],
                     "sampler_name": options.inpainting_sampler,
                     "do_not_save_samples": True,
                     "steps": options.inpainting_steps,
@@ -65,16 +66,6 @@ def img2img_diffusion(
                     "denoising_strength": options.inpainting_denoising_strengh,
                     "seed": options.inpainting_seed,
                 }
-                # Remove the following as they are not always supported on all platform :
-                # "override_settings": {
-                #     "return_mask_composite": False,
-                #     "save_images_before_face_restoration": False,
-                #     "save_images_before_highres_fix": False,
-                #     "save_images_before_color_correction": False,
-                #     "save_mask": False,
-                #     "save_mask_composite": False,
-                #     "samples_save": False,
-                # },
 
                 current_model_checkpoint = shared.opts.sd_model_checkpoint
                 if options.inpainting_model and options.inpainting_model != "Current":
@@ -82,7 +73,7 @@ def img2img_diffusion(
                     shared.opts.sd_model_checkpoint = options.inpainting_model
                     sd_models.select_checkpoint
                     sd_models.load_model()
-                i2i_p = StableDiffusionProcessingImg2Img([img], **i2i_kwargs)
+                i2i_p = StableDiffusionProcessingImg2Img(**i2i_kwargs)
                 i2i_processed = processing.process_images(i2i_p)
                 if options.inpainting_model and options.inpainting_model != "Current":
                     # Restore checkpoint
diff --git a/scripts/faceswaplab_ui/faceswaplab_postprocessing_ui.py b/scripts/faceswaplab_ui/faceswaplab_postprocessing_ui.py
index e173c92..25a3383 100644
--- a/scripts/faceswaplab_ui/faceswaplab_postprocessing_ui.py
+++ b/scripts/faceswaplab_ui/faceswaplab_postprocessing_ui.py
@@ -1,7 +1,6 @@
 from typing import List
 import gradio as gr
-import modules
-from modules import shared, sd_models
+from modules import shared
 from scripts.faceswaplab_postprocessing.postprocessing_options import InpaintingWhen
 from scripts.faceswaplab_utils.sd_utils import get_sd_option
 from scripts.faceswaplab_ui.faceswaplab_inpainting_ui import face_inpainting_ui