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--- |
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license: mit |
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--- |
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The dataset proposed in our paper "AnyPattern: Towards In-context Image Copy Detection". |
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Please go to [Github](https://github.com/WangWenhao0716/AnyPattern) for the code about how to use this dataset. |
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Here, we show how to **download** this dataset. |
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# anypattern_v31 |
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``` |
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for letter in {a..z}; do |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/train/anypattern_v31_part_a$letter |
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done |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/train/anypattern_v31_part_ba |
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cat anypattern_v31_part_a{a..z} anypattern_v31_part_ba > anypattern_v31.tar |
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tar -xvf anypattern_v31.tar |
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``` |
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# original_images |
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``` |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/original/train_{0..19}.zip |
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for z in train_*.zip; do unzip $z; done |
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mv images/train original_images |
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``` |
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# reference_images |
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``` |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/reference/references_{0..19}.zip |
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for z in references_*.zip; do unzip $z; done |
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mv images/references reference_images |
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``` |
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# query_k1_10_v2_test |
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``` |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_test.tar |
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tar -xvf query_k1_10_v2_test.tar |
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``` |
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# query_k1_10_v2_support_select10 |
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``` |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_support_select10.tar |
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tar -xvf query_k1_10_v2_support_select10.tar |
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``` |
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# query_k1_10_v2_support_ori_select10 |
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``` |
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wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_support_ori_select10.tar |
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tar -xvf query_k1_10_v2_support_ori_select10.tar |
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``` |
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# After downloading and unzipping all these files, we should have such a directory: |
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``` |
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/path/to/ |
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anypattern_v31/ |
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anypattern_v31/ |
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0_0.jpg |
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0_1.jpg |
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... |
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original_images/ |
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T000000.jpg |
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T000001.jpg |
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... |
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reference_images/ |
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R000000.jpg |
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R000001.jpg |
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... |
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query_k1_10_v2_test/ |
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... |
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query_k1_10_v2_support_select10/ |
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... |
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query_k1_10_v2_support_ori_select10/ |
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... |
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``` |
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# Citation |
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``` |
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@inproceedings{ |
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wang2024AnyPattern, |
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title={AnyPattern: Towards In-context Image Copy Detection}, |
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author={Wang, Wenhao and Sun, Yifan and Tan, Zhentao and Yang, Yi}, |
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booktitle={In submission}, |
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year={2024}, |
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} |
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``` |
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# Contact |
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If you have any questions, feel free to contact [Wenhao Wang](https://wangwenhao0716.github.io/) ([email protected]). |
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