Update README.md

README.md

@@ -20,3 +20,42 @@ dataset_info:
   download_size: 3506288426
   dataset_size: 11568760807
 ---
+
+# RGB-D Salient Object Detection Dataset (RGB-D SOD)
+
+RGB-D Salient Object Detection (RGB-D SOD) aims to detect and segment objects that *visually attract the most human interest* from a pair of color and depth images.
+
+## Train
+
+- COME-8K [8025 samples]
+
+## Dev
+
+- COME-E [4600 samples]
+
+## Test
+
+- Coming soon
+
+## How to use
+
+~~~python
+from datasets import load_dataset
+
+dataset = load_dataset(
+    "RGBD-SOD/rgbdsod_datasets", "v1", split="train", cache_dir="data"
+)
+print(dataset[0])
+~~~
+
+## BibTeX entry and citation info
+
+```bibtex
+@inproceedings{zhang2021rgb,
+  title={RGB-D saliency detection via cascaded mutual information minimization},
+  author={Zhang, Jing and Fan, Deng-Ping and Dai, Yuchao and Yu, Xin and Zhong, Yiran and Barnes, Nick and Shao, Ling},
+  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
+  pages={4338--4347},
+  year={2021}
+}
+```