Update README.md

README.md

@@ -4,3 +4,18 @@ tags:
 - vision
 - image-classification
 ---
+
+# SurgiCare_V1_best
+I used EfficientNet-B3 to train for 25 epochs, monitoring the validation loss.
+Accuracy: 0.9062 Approximately 11 seconds per image.
+![alt text](https://raw.githubusercontent.com/PogusTheWhisper/SurgiCare/main/wound_classify_train/SurgiCare-V1-best.png)
+
+# SurgiCare_V1_fast
+Accuracy: 0.7969 Approximately 5 seconds per image.
+I used MobileNetV3Large to train for 50 epochs, monitoring the validation loss.
+![alt text](https://raw.githubusercontent.com/PogusTheWhisper/SurgiCare/main/wound_classify_train/SurgiCare-V1-fast.png)
+
+# SurgiCare_V1_mini
+Accuracy: 0.7812 Approximately 4 seconds per image.
+I used MobileNetV3Small to train for 50 epochs, monitoring the validation loss.
+![alt text](https://raw.githubusercontent.com/PogusTheWhisper/SurgiCare/main/wound_classify_train/SurgiCare-V1-mini.png)