Classifier

GPS_Panel/README.md

@@ -1,6 +1,6 @@
 
 # Panel Enumeration
-
+This algorithm divides the tables and lists the panels of each of these tables.
 
 ## Install requirements
 
@@ -17,3 +17,26 @@ View example
 Enumeration_KML.ipynb
 
 ```
+# Panel Classifier
+This algorithm uses the division of the panels to classify them individually if they are with any fault.
+
+## Train Model 
+In the Classifier folder there is the training of the model `` `Train_Classifier_DEEP_SVC.ipynb``` which is based on the union of a deep learning model pre-trained with Imagenet together with an SVM model.
+
+## Example
+
+View example
+
+```
+ClassifierPanel_KML.ipynb
+
+```
+
+## Classification Report
+
+
+|          | Precision | Recall | F1-score | support | accuracy |
+|----------|-----------|--------|----------|---------|----------|
+| 0-Normal | 0.95      | 0.97   | 0.96     | 1688    |          |
+| 1-Falla  | 0.97      | 0.96   | 0.96     | 2084    | 0.96     |
+