Update README.md

README.md

@@ -73,8 +73,8 @@ dataset_info:
 
 ## Dataset Description
 
-- **Homepage:** [Beans Homepage](https://github.com/AI-Lab-Makerere/ibean/)
-- **Repository:** [AI-Lab-Makerere/ibean](https://github.com/AI-Lab-Makerere/ibean/)
+- **Homepage:** (https://huggingface.co/datasets/poolrf2001/FaceMask)
+- **Repository:** (https://huggingface.co/datasets/poolrf2001/FaceMask)
 - **Paper:** N/A
 - **Leaderboard:** N/A
 - **Point of Contact:** N/A
@@ -108,7 +108,7 @@ A sample from the training set is provided below:
 
 The data instances have the following fields:
 
-- `image_file_path`: a `string` filepath to an image.
+
 - `image`: A `PIL.Image.Image` object containing the image. Note that when accessing the image column: `dataset[0]["image"]` the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the `"image"` column, *i.e.* `dataset[0]["image"]` should **always** be preferred over `dataset["image"][0]`.
 - `labels`: an `int` classification label.
 
@@ -196,5 +196,3 @@ Class Label Mappings:
 ```
 
 ### Contributions
-
-Thanks to [@nateraw](https://github.com/nateraw) for adding this dataset.