data set

.gitignore

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+weights
+train-log
+*.cache

creditCard.yaml

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+path: ./creditCardV0.3
+train: images/train
+val: images/val
+test: images/test
+
+names:
+  0: creditCardFront
+  1: creditCardBack
+  2: text
+  3: chip
+  4: band
+
+

desc.md

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+Train size: 3401
+Val size: 1075
+Test size: 200
+
+Classes:
+    Credit card front face
+    Credit card back face
+    Text (lines)
+    Chip (in front face)
+    Band (in back face)
+
+Training command running from the root of the project:
+    yolo train model=./models/yolov8n.pt data=./datasets/creditCardV0.3/creditCard.yaml epochs=300 imgsz=800
+
+Command to export as tflite bellow. For some reason the exception [ModuleNotFoundError: No module named 'tensorflow_lite_support'] is raised but the tflite files are created:
+    yolo export model=./datasets/creditCardV0.3/weights/best.pt format=tflite
+
+Command to test:
+    yolo predict model='./datasets/creditCardV0.3/weights/best.pt' source='./test/T0.jpg'
+    yolo predict model='./datasets/creditCardV0.3/weights/best_float16.tflite' source='./test/T0.jpg'
+    yolo predict model='./datasets/creditCardV0.3/weights/best_float30.tflite' source='./test/T0.jpg'
+
+Notes:
+
+    This data set has an issue with the chip. For some reason it was not generated correctly for some images.
+    The light in the images needs fixing to avoid white clipping parts of the images.
+    The texture of the plastic is too deep some times.
+
+For more info: https://docs.ultralytics.com/