diff --git a/DS-Cotton-Fabric/DS-Cotton-Fabric.md b/DS-Cotton-Fabric/DS-Cotton-Fabric.md
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--- /dev/null
+++ b/DS-Cotton-Fabric/DS-Cotton-Fabric.md
@@ -0,0 +1,12 @@
+# DS-Cotton-Fabric
+
+## defect classes
+```python
+defects_dict = {
+    'Cotton-Fabric': {
+        'texture': 1, 'bubble': 2
+    }
+}
+
+
+```
\ No newline at end of file
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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+version https://git-lfs.github.com/spec/v1
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/DS-DAGM/DS-DAGM.md b/DS-DAGM/DS-DAGM.md
new file mode 100644
index 0000000000000000000000000000000000000000..05e9c10358e56239ba72f4acc796fe9285e58e1c
--- /dev/null
+++ b/DS-DAGM/DS-DAGM.md
@@ -0,0 +1,12 @@
+# DS-DAGM
+
+## defect classes
+```python
+defects_dict = {
+    'DAGM': {
+        'scratch': 1, 'texture':2, 'crush': 3, 'color': 4, 'dirty': 5
+    }
+}
+
+
+```
\ No newline at end of file
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diff --git a/DS-MVTec/DS-MVTec.md b/DS-MVTec/DS-MVTec.md
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+# DS-MVTec
+
+## defect classes
+```python
+defects_dict = {
+    "bottle": {'broken_large': 1, 'broken_small': 2, 'contamination': 3},
+    "cable": {'bent_wire': 1, 'cable_swap': 2, 'combined': 3, 'cut_inner_insulation': 4, 'cut_outer_insulation': 5, 'missing_cable': 6, 'missing_wire': 7, 'poke_insulation': 8},
+    "capsule": {'crack': 1, 'poke': 2, 'faulty_imprint': 3, 'scratch': 4, 'squeeze': 5},
+    "carpet": {'color': 1, 'cut': 2, 'hole': 3, 'metal_contamination': 4, 'thread': 5},
+    "grid": {'bent': 1, 'broken': 2, 'glue': 3, 'metal_contamination': 4, 'thread': 5},
+    "hazelnut": {'cut': 1, 'crack': 2, 'hole': 3, 'print': 4},
+    "leather": {'color': 1, 'cut': 2, 'fold': 3, 'glue': 4, 'poke': 5},
+    "metal_nut": {'scratch': 1, 'bent': 2, 'color': 3},
+    "pill": {'color': 1, 'contamination': 2, 'crack': 3, 'faulty_imprint': 4, 'scratch':5, 'pill_type': 6},
+    "screw": {'manipulated_front': 1, 'scratch_head': 2, 'scratch_neck': 3, 'thread_side': 4, 'thread_top': 5},
+    "tile": {'crack': 1, 'glue_strip': 2, 'gray_stroke': 3, 'oil': 4, 'rough': 5},
+    "toothbrush": {'contamination': 1, 'missing':2, 'messy':3},
+    "transistor": {'bent_lead': 1, 'cut_lead': 2, 'damaged_case': 3, 'misplaced': 4},
+    "wood": {'color': 1, 'crack': 2, 'scratch': 3, 'hole': 4, 'liquid': 5},
+    "zipper": {'broken_teeth': 1, 'fabric_border': 2, 'fabric_interior': 3, 'split_teeth': 4, 'squeezed_teeth': 5}
+}
+
+```
\ No newline at end of file
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diff --git a/DS-VISION/DS-VISION.md b/DS-VISION/DS-VISION.md
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--- /dev/null
+++ b/DS-VISION/DS-VISION.md
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+# DS-VISION
+
+## defect classes
+```python
+defects_dict = {
+    'Capacitor': {
+        'scratch': 1, 'crush': 2, 'crack': 3
+    },
+    'Console': {
+        'scratch': 1, 'bump': 2, 'dirty': 3, 'gap': 4
+    },
+    'Groove': {
+        'scratch': 1, 'abrasion': 2
+    },
+    'Ring': {
+        'friction': 1, 'scratch': 2, 'texture': 3, 'color': 4
+    },
+    'Screw': {
+        'bump': 1, 'crush': 2, 'fiber': 3
+    },
+    'Wood': {
+        'point': 1, 'friction': 2, 'scratch': 3, 'dirty': 4
+    }
+}
+
+
+```
\ No newline at end of file
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