diff --git a/README.md b/README.md
index 31249c1..70af810 100755
--- a/README.md
+++ b/README.md
@@ -191,6 +191,8 @@ All of weights of this trained model grab from [Drive_Weights](https://drive.goo
 |  YOLO3 Soiling |      [weight](https://drive.google.com/open?id=1YLgkn1wL5xAGOpwd2gzdfsJVGYPzszn-)      | [config](config_full_yolo_fault_1_infer.json) |
 |   YOLO3 Diode  |      [weight](https://drive.google.com/open?id=1VUtrK9JVTbzBw5dX7_dgLTMToFHbAJl1)      | [config](config_full_yolo_fault_4_infer.json) |
 
+|   YOLO3 Affected Cell  |      [weight_lack](...)      | [config](config_full_yolo_fault_2_infer.json) |
+
 ## Panel Detector
 ### SDD7
 On folder [Result ssd7 panel](Result_ssd7_panel/) show code (jupyter notebook), weight and result of this model (mAP 89.8%).
diff --git a/config_full_yolo_fault_2_infer.json b/config_full_yolo_fault_2_infer.json
new file mode 100755
index 0000000..e6712f3
--- /dev/null
+++ b/config_full_yolo_fault_2_infer.json
@@ -0,0 +1,49 @@
+{
+    "model" : {
+        "min_input_size":       400,
+        "max_input_size":       400,
+        "anchors":              [5,7, 10,14, 15, 15, 26,32, 45,119, 54,18, 94,59, 109,183, 200,21],
+        "labels":               ["1"],
+	"backend": 		"keras-yolo3-master/full_yolo_backend.h5"
+    },
+
+    "train": {
+        "train_image_folder":   "Train&Test_H/Train/images/",
+        "train_annot_folder":   "Train&Test_H/Train/anns/",
+	"cache_name":           "Result_yolo3_fault_2/experimento_fault_2_gpu.pkl",
+
+        "train_times":          1,
+
+        "batch_size":           2,
+        "learning_rate":        1e-4,
+        "nb_epochs":            200,
+        "warmup_epochs":        15,
+        "ignore_thresh":        0.5,
+        "gpus":                 "0,1",
+
+	"grid_scales":          [1,1,1],
+        "obj_scale":            5,
+        "noobj_scale":          1,
+        "xywh_scale":           1,
+        "class_scale":          1,
+
+	"tensorboard_dir":      "log_experimento_fault_gpu_2",
+	"saved_weights_name":   "Result_yolo3_fault_2/yolo3_full_fault_2.h5",
+        "debug":                true
+    },
+
+    "valid": {
+        "valid_image_folder":   "Train&Test_H/Test/images/",
+        "valid_annot_folder":   "Train&Test_H/Test/anns/",
+        "cache_name":           "Result_yolo3_fault_2/val_fault_2.pkl",
+
+        "valid_times":          1
+    },
+   "test": {
+        "test_image_folder":   "Train&Test_H/Test/images/",
+        "test_annot_folder":   "Train&Test_H/Test/anns/",
+        "cache_name":          "Result_yolo3_fault_2/test_fault_2.pkl",
+
+        "test_times":          1
+    }
+}
diff --git a/config_full_yolo_fault_2_train.json b/config_full_yolo_fault_2_train.json
new file mode 100755
index 0000000..e6712f3
--- /dev/null
+++ b/config_full_yolo_fault_2_train.json
@@ -0,0 +1,49 @@
+{
+    "model" : {
+        "min_input_size":       400,
+        "max_input_size":       400,
+        "anchors":              [5,7, 10,14, 15, 15, 26,32, 45,119, 54,18, 94,59, 109,183, 200,21],
+        "labels":               ["1"],
+	"backend": 		"keras-yolo3-master/full_yolo_backend.h5"
+    },
+
+    "train": {
+        "train_image_folder":   "Train&Test_H/Train/images/",
+        "train_annot_folder":   "Train&Test_H/Train/anns/",
+	"cache_name":           "Result_yolo3_fault_2/experimento_fault_2_gpu.pkl",
+
+        "train_times":          1,
+
+        "batch_size":           2,
+        "learning_rate":        1e-4,
+        "nb_epochs":            200,
+        "warmup_epochs":        15,
+        "ignore_thresh":        0.5,
+        "gpus":                 "0,1",
+
+	"grid_scales":          [1,1,1],
+        "obj_scale":            5,
+        "noobj_scale":          1,
+        "xywh_scale":           1,
+        "class_scale":          1,
+
+	"tensorboard_dir":      "log_experimento_fault_gpu_2",
+	"saved_weights_name":   "Result_yolo3_fault_2/yolo3_full_fault_2.h5",
+        "debug":                true
+    },
+
+    "valid": {
+        "valid_image_folder":   "Train&Test_H/Test/images/",
+        "valid_annot_folder":   "Train&Test_H/Test/anns/",
+        "cache_name":           "Result_yolo3_fault_2/val_fault_2.pkl",
+
+        "valid_times":          1
+    },
+   "test": {
+        "test_image_folder":   "Train&Test_H/Test/images/",
+        "test_annot_folder":   "Train&Test_H/Test/anns/",
+        "cache_name":          "Result_yolo3_fault_2/test_fault_2.pkl",
+
+        "test_times":          1
+    }
+}