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not, see . + +For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/breakfast_box/test/good/000.png b/MVTec-LOCO/breakfast_box/test/good/000.png new file mode 100644 index 0000000000000000000000000000000000000000..0b07df00f739f39854dfc73d96de94f065fb5e2f --- /dev/null +++ b/MVTec-LOCO/breakfast_box/test/good/000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a698933726c0be966223d8b4f50be8fce416815d41e1fddaa7b0298f2351593f +size 2558808 diff --git a/MVTec-LOCO/breakfast_box/test/good/001.png b/MVTec-LOCO/breakfast_box/test/good/001.png new file mode 100644 index 0000000000000000000000000000000000000000..98803adb3ee37bba41bd844fe7f5738c9145fb29 --- /dev/null +++ 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see . + +For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/juice_bottle/test/good/000.png b/MVTec-LOCO/juice_bottle/test/good/000.png new file mode 100644 index 0000000000000000000000000000000000000000..f9f484c28ee3e8bc46512cb854d4dca2c6cad8fe --- /dev/null +++ b/MVTec-LOCO/juice_bottle/test/good/000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:99f7f9a486e3f6fe246538b72399dddf59d4f528c3c36ee97cc5524668c6d8e3 +size 926080 diff --git a/MVTec-LOCO/juice_bottle/test/good/001.png b/MVTec-LOCO/juice_bottle/test/good/001.png new file mode 100644 index 0000000000000000000000000000000000000000..82fc873029b6410520912d9d0fa1a18f93e5e9e9 --- /dev/null +++ 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Except for the limited purpose of indicating that +material is shared under a Creative Commons public license or as +otherwise permitted by the Creative Commons policies published at +creativecommons.org/policies, Creative Commons does not authorize the +use of the trademark "Creative Commons" or any other trademark or logo +of Creative Commons without its prior written consent including, +without limitation, in connection with any unauthorized modifications +to any of its public licenses or any other arrangements, +understandings, or agreements concerning use of licensed material. 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+For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/pushpins/test/good/000.png b/MVTec-LOCO/pushpins/test/good/000.png new file mode 100644 index 0000000000000000000000000000000000000000..0cffdf2b746819bab21f35431313598b6a10ecd9 --- /dev/null +++ b/MVTec-LOCO/pushpins/test/good/000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e1c403e3aed335422ecd4e30b8395d7941d729f293be51c2e4f0264293add48 +size 1484539 diff --git a/MVTec-LOCO/pushpins/test/good/001.png b/MVTec-LOCO/pushpins/test/good/001.png new file mode 100644 index 0000000000000000000000000000000000000000..e02b1ff87dbaa8236176bfff189cebb372b20b6d --- /dev/null +++ b/MVTec-LOCO/pushpins/test/good/001.png @@ 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0000000000000000000000000000000000000000..a5c9ef4b094f99842f432d2c76d05180b54f8e71 --- /dev/null +++ b/MVTec-LOCO/pushpins/validation/good/068.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96bc5fa039025b56f8750330c49b112e73d67e1739f1c821029afe66b51c39a2 +size 1492631 diff --git a/MVTec-LOCO/readme.txt b/MVTec-LOCO/readme.txt new file mode 100644 index 0000000000000000000000000000000000000000..8587f8073e74bcb7db724a9a724ef7161bd37853 --- /dev/null +++ b/MVTec-LOCO/readme.txt @@ -0,0 +1,28 @@ +Attribution +----------- +If you use the dataset in scientific work, please cite: + +Paul Bergmann, Kilian Batzner, Michael Fauser, David Sattlegger, and Carsten Steger, +"Beyond Dents and Scratches: Logical Constraints in Unsupervised Anomaly Detection and Localization", +International Journal of Computer Vision (IJCV), 2022 + + +License +------- +Copyright 2022 MVTec Software GmbH + +This work is licensed under a Creative Commons +Attribution-NonCommercial-ShareAlike 4.0 International License. + +You should have received a copy of the license along with this work. +If not, see . + +For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/screw_bag/defects_config.json b/MVTec-LOCO/screw_bag/defects_config.json new file mode 100644 index 0000000000000000000000000000000000000000..bb1dbfd9dc66c01e5d3fce79a6630bfcbe640167 --- /dev/null +++ b/MVTec-LOCO/screw_bag/defects_config.json @@ -0,0 +1,122 @@ +[ + { + "defect_name": "screw_too_long", + "pixel_value": 255, + "saturation_threshold": 9000, + "relative_saturation": false + }, + { + "defect_name": "screw_too_short", + "pixel_value": 254, + "saturation_threshold": 9000, + "relative_saturation": false + }, + { + 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+For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/screw_bag/test/good/000.png b/MVTec-LOCO/screw_bag/test/good/000.png new file mode 100644 index 0000000000000000000000000000000000000000..6f7119b000d96332866efa9ce955e5b99d2533ed --- /dev/null +++ b/MVTec-LOCO/screw_bag/test/good/000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fe1621dd80467907ae1c61a31169c3e0544c9d81df977badf05382e6606c4640 +size 1461041 diff --git a/MVTec-LOCO/screw_bag/test/good/001.png b/MVTec-LOCO/screw_bag/test/good/001.png new file mode 100644 index 0000000000000000000000000000000000000000..d280530288b139715bd038ae69a921c4872bcc14 --- /dev/null +++ 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with this work. +If not, see . + +For using the data in a way that falls under the commercial use clause +of the license, please contact us. + + +Contact +------- +If you have any questions or comments about the dataset, feel free to +contact us via: paul.bergmann@mvtec.com, kilian.batzner@mvtec.com, +fauser@mvtec.com, sattlegger@mvtec.com, steger@mvtec.com diff --git a/MVTec-LOCO/splicing_connectors/test/good/000.png b/MVTec-LOCO/splicing_connectors/test/good/000.png new file mode 100644 index 0000000000000000000000000000000000000000..806a088d8b2f6fa02f14da8881192a690f697b85 --- /dev/null +++ b/MVTec-LOCO/splicing_connectors/test/good/000.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ae7dd738a3f90a57448300bcc157e17a67211ff58ad2e555393927b42d0de33 +size 2097813 diff --git a/MVTec-LOCO/splicing_connectors/test/good/001.png b/MVTec-LOCO/splicing_connectors/test/good/001.png new file mode 100644 index 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