Update README.md

README.md

@@ -8,7 +8,7 @@ datasets:
 widget:
 - src: https://drive.google.com/uc?id=1yqnhD4Wjt4Y_NGLtijTGGaaw9GL497kQ
   example_title: PNEUMONIA
-- src: https://www.kenhub.com/thumbor/AkXFsw0396y894sLEMWlcDuChJA=/fit-in/800x1600/filters:watermark(/images/logo_url.png,-10,-10,0):background_color(FFFFFF):format(jpeg)/images/library/10851/eXtmE1V2XgsjZK2JolVQ5g_Border_of_left_atrium.png
+- src: https://drive.google.com/uc?id=1xjcIEDb8kuSd4wF44gCEgsc0PfRvs53m
   example_title: NORMAL
 
 metrics:
@@ -90,6 +90,17 @@ The following hyperparameters were used during training:
 | 0.0003        | 9.51  | 3100 | 1.3884          | 0.7981   |
 | 0.0003        | 9.82  | 3200 | 1.3831          | 0.7997   |
 
+## Example Images
+
+
+#### Pneumonia Chest X-Ray
+
+![Pneumonia]("D:\nickm\Datasets\chest-xray-pneumonia\chest_xray\chest_xray\val\PNEUMONIA\person1946_bacteria_4874.jpeg")
+
+#### Normal Chest X-Ray
+
+
+![Normal]("D:\nickm\Datasets\chest-xray-pneumonia\chest_xray\chest_xray\val\NORMAL\NORMAL2-IM-1430-0001.jpeg")
 
 ### Framework versions