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## LLVIP ### Directory Structure LLVIP ├─Annotations ├─infrared │ ├─test │ └─train └─visible ├─test └─train ### Statistics Our LLVIP dataset contains 30976 images (15488 pairs), 12025 pairs for train and 3463 for test. The same pair of visible and infrared images share the same annotation, and they have the same name. The labels are in VOC format. ### More For more informations, please go to our [homepage](https://bupt-ai-cz.github.io/LLVIP/) and [github](https://github.com/bupt-ai-cz/LLVIP). If you use this data for your research, please cite our [paper](https://arxiv.org/abs/2108.10831): ``` @misc{https://doi.org/10.48550/arxiv.2108.10831, doi = {10.48550/ARXIV.2108.10831}, url = {https://arxiv.org/abs/2108.10831}, author = {Jia, Xinyu and Zhu, Chuang and Li, Minzhen and Tang, Wenqi and Liu, Shengjie and Zhou, Wenli}, keywords = {Computer Vision and Pattern Recognition (cs.CV), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences}, title = {LLVIP: A Visible-infrared Paired Dataset for Low-light Vision}, publisher = {arXiv}, year = {2021}, copyright = {arXiv.org perpetual, non-exclusive license} } ```
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<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010020.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>1199</xmin> <ymin>501</ymin> <xmax>1274</xmax> <ymax>742</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>842</xmin> <ymin>543</ymin> <xmax>910</xmax> <ymax>762</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>754</xmin> <ymin>612</ymin> <xmax>849</xmax> <ymax>826</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>461</xmin> <ymin>364</ymin> <xmax>550</xmax> <ymax>610</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>239</xmin> <ymin>150</ymin> <xmax>347</xmax> <ymax>386</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>774</xmin> <ymin>562</ymin> <xmax>852</xmax> <ymax>757</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>256</xmin> <ymin>182</ymin> <xmax>357</xmax> <ymax>412</ymax> </bndbox> </object> </annotation>
<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010021.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>1121</xmin> <ymin>1</ymin> <xmax>1217</xmax> <ymax>161</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>751</xmin> <ymin>381</ymin> <xmax>823</xmax> <ymax>620</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>708</xmin> <ymin>400</ymin> <xmax>798</xmax> <ymax>636</ymax> </bndbox> </object> </annotation>
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<annotation> <folder>images</folder> <filename>010095.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>422</xmin> <ymin>367</ymin> <xmax>541</xmax> <ymax>609</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>694</xmin> <ymin>698</ymin> <xmax>797</xmax> <ymax>932</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>745</xmin> <ymin>684</ymin> <xmax>849</xmax> <ymax>923</ymax> </bndbox> </object> </annotation>
<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010096.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>892</xmin> <ymin>386</ymin> <xmax>938</xmax> <ymax>636</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>856</xmin> <ymin>431</ymin> <xmax>900</xmax> <ymax>662</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>225</xmin> <ymin>356</ymin> <xmax>296</xmax> <ymax>594</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>184</xmin> <ymin>553</ymin> <xmax>306</xmax> <ymax>795</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>958</xmin> <ymin>475</ymin> <xmax>1067</xmax> <ymax>681</ymax> </bndbox> </object> </annotation>
<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010097.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>933</xmin> <ymin>347</ymin> <xmax>1036</xmax> <ymax>563</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>1064</xmin> <ymin>118</ymin> <xmax>1149</xmax> <ymax>330</ymax> </bndbox> </object> </annotation>
<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010098.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>398</xmin> <ymin>353</ymin> <xmax>477</xmax> <ymax>604</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>783</xmin> <ymin>437</ymin> <xmax>928</xmax> <ymax>676</ymax> </bndbox> </object> </annotation>
<?xml version="1.0" ?><annotation> <folder>JPEGImages</folder> <filename>010099.jpg</filename> <path></path> <source> <database>Unknown</database> </source> <size> <width>1280</width> <height>1024</height> <depth>1</depth> </size> <segmented>0</segmented> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>112</xmin> <ymin>880</ymin> <xmax>190</xmax> <ymax>1011</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>161</xmin> <ymin>863</ymin> <xmax>258</xmax> <ymax>1024</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>1076</xmin> <ymin>784</ymin> <xmax>1195</xmax> <ymax>998</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>0</truncated> <difficult>0</difficult> <bndbox> <xmin>1036</xmin> <ymin>368</ymin> <xmax>1139</xmax> <ymax>548</ymax> </bndbox> </object> <object> <name>person</name> <pose>Unspecified</pose> <truncated>1</truncated> <difficult>0</difficult> <bndbox> <xmin>1193</xmin> <ymin>387</ymin> <xmax>1280</xmax> <ymax>596</ymax> </bndbox> </object> </annotation>
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