add images.

README.md

@@ -10,7 +10,7 @@ API calls are (almost) direct translation from http://127.0.0.1:7860/docs as of
 
 # Usage
 
-webuiapi_demo.ipynb contains example code with images.
+webuiapi_demo.ipynb contains example code with original images. Images are compressed as jpeg in this document.
 
 ## create API client
 ```
@@ -47,13 +47,18 @@ result1.info
 
 # info contains paramteres of the api call
 result1.parameters
+
+result1.image
 ```
+![txt2img](https://user-images.githubusercontent.com/1288793/200459205-258d75bb-d2b6-4882-ad22-040bfcf95626.jpg)
+
 
 ## img2img
 ```
 result2 = api.img2img(images=[result1.image], prompt="cute cat", seed=5555, cfg_scale=6.5, denoising_strength=0.6)
 result2.image
 ```
+![img2img](https://user-images.githubusercontent.com/1288793/200459294-ab1127e5-04e5-47ac-82b2-2bbd0648402a.jpg)
 
 ## img2img inpainting
 ```
@@ -65,8 +70,11 @@ draw = ImageDraw.Draw(mask)
 draw.ellipse((210,150,310,250), fill='white')
 draw.ellipse((80,120,160,120+80), fill='white')
 
-# mask
+mask
+```
+![mask](https://user-images.githubusercontent.com/1288793/200459372-7850c6b6-27c5-435a-93e2-8710948d316a.jpg)
 
+```
 inpainting_result = api.img2img(images=[result2.image],
                                 mask_image=mask,
                                 inpainting_fill=1,
@@ -76,6 +84,7 @@ inpainting_result = api.img2img(images=[result2.image],
                                 denoising_strength=0.7)
 inpainting_result.image
 ```
+![img2img_inpainting](https://user-images.githubusercontent.com/1288793/200459398-9c1004be-1352-4427-bc00-442721a0e5a1.jpg)
 
 ## extra-single-image
 ```
@@ -85,11 +94,20 @@ result3 = api.extra_single_image(image=result2.image,
 print(result3.image.size)
 result3.image
 ```
+(768, 768)
+
+![extra_single_image](https://user-images.githubusercontent.com/1288793/200459455-8579d740-3d8f-47f9-8557-cc177b3e99b7.jpg)
 
 ## extra-batch-images
 ```
-result4 = api.extra_batch_images(images=[result1.image, result2.image],
+result4 = api.extra_batch_images(images=[result1.image, inpainting_result.image],
                                  upscaler_1=webuiapi.Upscaler.ESRGAN_4x,
                                  upscaling_resize=1.5)
-len(result4.images)
+result4.images[0]
+```
+![extra_batch_images_1](https://user-images.githubusercontent.com/1288793/200459540-b0bd2931-93db-4d03-9cc1-a9f5e5c89745.jpg)
 ```
+result4.images[1]
+```
+![extra_batch_images_2](https://user-images.githubusercontent.com/1288793/200459542-aa8547a0-f6db-436b-bec1-031a93a7b1d4.jpg)
+