|
--- |
|
license: mit |
|
--- |
|
|
|
The dataset proposed in our paper "[AnyPattern: Towards In-context Image Copy Detection](https://arxiv.org/pdf/2404.13788.pdf)". |
|
|
|
Please go to [Github](https://github.com/WangWenhao0716/AnyPattern) for the code about how to use this dataset. |
|
|
|
Here, we show how to **download** this dataset. |
|
|
|
|
|
# anypattern_v31 |
|
``` |
|
for letter in {a..z}; do |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/train/anypattern_v31_part_a$letter |
|
done |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/train/anypattern_v31_part_ba |
|
|
|
cat anypattern_v31_part_a{a..z} anypattern_v31_part_ba > anypattern_v31.tar |
|
|
|
tar -xvf anypattern_v31.tar |
|
``` |
|
|
|
# original_images |
|
``` |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/original/train_{0..19}.zip |
|
for z in train_*.zip; do unzip $z; done |
|
mv images/train original_images |
|
``` |
|
|
|
# reference_images |
|
``` |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/reference/references_{0..19}.zip |
|
for z in references_*.zip; do unzip $z; done |
|
mv images/references reference_images |
|
``` |
|
|
|
|
|
# query_k1_10_v2_test |
|
``` |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_test.tar |
|
tar -xvf query_k1_10_v2_test.tar |
|
``` |
|
|
|
# query_k1_10_v2_support_select10 |
|
``` |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_support_select10.tar |
|
tar -xvf query_k1_10_v2_support_select10.tar |
|
``` |
|
|
|
# query_k1_10_v2_support_ori_select10 |
|
``` |
|
wget https://huggingface.co/datasets/WenhaoWang/AnyPattern/resolve/main/query/query_k1_10_v2_support_ori_select10.tar |
|
tar -xvf query_k1_10_v2_support_ori_select10.tar |
|
``` |
|
|
|
# After downloading and unzipping all these files, we should have such a directory: |
|
|
|
``` |
|
/path/to/ |
|
|
|
anypattern_v31/ |
|
anypattern_v31/ |
|
0_0.jpg |
|
0_1.jpg |
|
... |
|
|
|
original_images/ |
|
T000000.jpg |
|
T000001.jpg |
|
... |
|
|
|
reference_images/ |
|
R000000.jpg |
|
R000001.jpg |
|
... |
|
|
|
query_k1_10_v2_test/ |
|
... |
|
|
|
query_k1_10_v2_support_select10/ |
|
... |
|
|
|
query_k1_10_v2_support_ori_select10/ |
|
... |
|
``` |
|
|
|
|
|
# Citation |
|
``` |
|
@inproceedings{ |
|
wang2024AnyPattern, |
|
title={AnyPattern: Towards In-context Image Copy Detection}, |
|
author={Wang, Wenhao and Sun, Yifan and Tan, Zhentao and Yang, Yi}, |
|
booktitle={In submission}, |
|
year={2024}, |
|
} |
|
``` |
|
|
|
# Contact |
|
|
|
If you have any questions, feel free to contact [Wenhao Wang](https://wangwenhao0716.github.io/) ([email protected]). |
|
|
|
|
