Update README.md

README.md

@@ -9,10 +9,39 @@ class_number:
 image_size:
 - (200,300,3)
 source_dataset:
-- jamescalam/unsplash-25k-photos
+- unsplash
+task_categories:
+- image-classification
+- image-segmentation
+dataset_info:
+- config_name: depth-of-field
+  features:
+  - name: image
+    dtype: string
+  - name: class
+    dtype:
+      class_label:
+        names:
+          0: 'bokeh'
+          1: 'no-bokeh'
 ---
+## Dataset Summary
+
+Depth-of-Field(DoF) dataset is comprised of 1200 annotated images, binary annotated with(0) and without(1) bokeh effect, shallow or deep depth of field. It is a forked data set from the [Unsplash 25K](https://github.com/unsplash/datasets) data set.
 
 ## Dataset Description
 
-DoF dataset is comprised of 1200 annotated images, binary annotated with(0) and without(1) bokeh effect, shallow or deep depth of field
-Images have been taken from Unsplash 25K photos dataset
+- **Repository:** [https://github.com/sniafas/photography-style-analysis](https://github.com/sniafas/photography-style-analysis)
+- **Paper:** [More Information Needed](https://www.researchgate.net/publication/355917312_Photography_Style_Analysis_using_Machine_Learning)
+
+### Citation Information
+```
+@article{sniafas2021,
+  title={DoF: An image dataset for depth of field classification},
+  author={Niafas, Stavros},
+  doi= {10.13140/RG.2.2.29880.62722},
+  url= {https://www.researchgate.net/publication/364356051_DoF_depth_of_field_datase}
+  year={2021}
+}
+Note that each DoF dataset has its own citation. Please see the source to
+get the correct citation for each contained dataset.