Update README.md

README.md

@@ -44,7 +44,7 @@ dataset_summary: '
 
   # Note: other available arguments include ''max_samples'', etc
 
-  dataset = load_from_hub("harpreetsahota/hand-keypoints")
+  dataset = load_from_hub("voxel51/hand-keypoints")
 
 
   # Launch the App
@@ -82,7 +82,7 @@ from fiftyone.utils.huggingface import load_from_hub
 
 # Load the dataset
 # Note: other available arguments include 'max_samples', etc
-dataset = load_from_hub("harpreetsahota/hand-keypoints")
+dataset = load_from_hub("voxel51/hand-keypoints")
 
 # Launch the App
 session = fo.launch_app(dataset)
@@ -93,23 +93,22 @@ session = fo.launch_app(dataset)
 
 ### Dataset Description
 
-<!-- Provide a longer summary of what this dataset is. -->
 
+![image/png](hands-dataset.gif)
 
 
-- **Curated by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Language(s) (NLP):** en
+
+- **Curated by:** Tomas Simon, Hanbyul Joo, Iain Matthews, Yaser Sheikh
+- **Funded by:** Carnegie Mellon University
+- **Shared by:** [Harpreet Sahota](https://huggingface.co/harpreetsahota), Hacker-in-Residence at Voxel51
 - **License:** [More Information Needed]
 
-### Dataset Sources [optional]
+### Dataset Sources
 
-<!-- Provide the basic links for the dataset. -->
+As part of their research, the authors created a dataset by manually annotating two publicly available image sets: the MPII Human Pose dataset and images from the New Zealand Sign Language (NZSL) Exercises. To date, they collected annotations for 1300 hands on the MPII set and 1500 on NZSL. This combined dataset was split into a training set (2000 hands) and a testing set (800 hands)
 
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Paper:** https://arxiv.org/abs/1704.07809
+- **Demo:** http://domedb.perception.cs.cmu.edu/handdb.html
 
 ## Uses
 
@@ -129,9 +128,24 @@ session = fo.launch_app(dataset)
 
 ## Dataset Structure
 
-<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
+```text
+Name:        hand_keypoints
+Media type:  image
+Num samples: 846
+Persistent:  True
+Tags:        []
+Sample fields:
+    id:               fiftyone.core.fields.ObjectIdField
+    filepath:         fiftyone.core.fields.StringField
+    tags:             fiftyone.core.fields.ListField(fiftyone.core.fields.StringField)
+    metadata:         fiftyone.core.fields.EmbeddedDocumentField(fiftyone.core.metadata.ImageMetadata)
+    created_at:       fiftyone.core.fields.DateTimeField
+    last_modified_at: fiftyone.core.fields.DateTimeField
+    right_hand:       fiftyone.core.fields.EmbeddedDocumentField(fiftyone.core.labels.Keypoints)
+    body:             fiftyone.core.fields.EmbeddedDocumentField(fiftyone.core.labels.Keypoints)
+    left_hand:        fiftyone.core.fields.EmbeddedDocumentField(fiftyone.core.labels.Keypoints)
+```
 
-[More Information Needed]
 
 ## Dataset Creation
 
@@ -191,32 +205,13 @@ session = fo.launch_app(dataset)
 
 Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
 
-## Citation [optional]
-
-<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
-
-**BibTeX:**
-
-[More Information Needed]
-
-**APA:**
-
-[More Information Needed]
-
-## Glossary [optional]
-
-<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
-
-[More Information Needed]
-
-## More Information [optional]
-
-[More Information Needed]
-
-## Dataset Card Authors [optional]
-
-[More Information Needed]
-
-## Dataset Card Contact
+## Citation 
 
-[More Information Needed]
+```bibtex
+@inproceedings{simon2017hand,
+  author = {Tomas Simon and Hanbyul Joo and Iain Matthews and Yaser Sheikh},
+  booktitle = {CVPR},
+  title = {Hand Keypoint Detection in Single Images using Multiview Bootstrapping},
+  year = {2017}
+}
+```