Update README.md

README.md

@@ -129,4 +129,69 @@ configs:
     path: data/test-*
 task_categories:
 - object-detection
----
+---
+
+[![Visualize Dataset on Visual Layer](https://img.shields.io/badge/Visualize%20on-%20Visual%20Layer-purple?style=for-the-badge&logo=numpy)](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1)
+
+<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/VpyzNf8Yv_KsGs0v6yyc0.mp4"></video>
+
+
+# COCO-2014-VL-Enriched
+
+An enriched version of the COCO 2014 dataset with label issues! The label issues helps to curate a cleaner and leaner dataset.
+
+## Description
+The dataset consists of 6 columns:
+
++ `image_id`: The original image filename from the COCO dataset.
++ `image`: Image data in the form of PIL Image.
++ `label_bbox`: Bounding box annotations from the COCO dataset. Consists of bounding box coordinates, confidence scores, and labels for the bounding box generated using object detection models.
++ `issues`: Quality issues found such as duplicate, mislabeled, dark, blurry, bright, and outlier images.
+## Usage
+This dataset can be used with the Hugging Face Datasets library.:
+```python
+import datasets
+ds = datasets.load_dataset("visual-layer/coco-2014-vl-enriched")
+```
+
+More in this [notebook](usage.ipynb).
+
+## Interactive Visualization
+Visual Layer provides a platform to interactively visualize a dataset and highlight quality issues such as duplicates, mislabels, outliers, etc.
+Check it out [here](https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1). No sign-up required.
+
+<video controls autoplay src="https://cdn-uploads.huggingface.co/production/uploads/6195f404c07573b03c61702c/VpyzNf8Yv_KsGs0v6yyc0.mp4"></video>
+
+<div style="text-align: center;">
+  <a href="https://app.visual-layer.com/dataset/acd886ce-2b9f-11ef-bb10-e605d78f584b/data?p=1&page=1">
+    <img src="https://img.shields.io/badge/Visualize%20on-%20Visual%20Layer-purple?style=for-the-badge&logo=numpy" alt="Visualize Dataset on Visual Layer">
+  </a>
+</div>
+
+
+## License & Disclaimer
+
+We provide no warranty on the dataset, and the user takes full responsibility for the usage of the dataset. By using the dataset, you agree to the terms of the ImageNet-1K dataset license.
+
+## About Visual Layer
+
+<div style="text-align: center; margin-top:50px;">
+    <a href="https://visual-layer.com/" style="padding:10px; display: inline-block;">
+                <img alt="site" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/web.png" width="50"></a>
+    <a href="https://medium.com/visual-layer" style="padding:10px; display: inline-block;">
+                <img alt="blog" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/forum.png" width="50"></a>
+    <a href="https://github.com/visual-layer/fastdup" style="padding:10px; display: inline-block;">
+                <img alt="github" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/github.png" width="50"></a>
+    <a href="https://discord.com/invite/Dqw458EG/" style="padding:10px; display: inline-block;">
+                <img alt="slack" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/discord.png" width="50"></a>
+    <a href="https://www.linkedin.com/company/visual-layer/" style="padding:10px; display: inline-block;">
+                <img alt="linkedin" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/linkedin.png" width="50"></a>
+    <a href="https://www.youtube.com/@visual-layer" style="padding:10px; display: inline-block;">
+                <img alt="youtube" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/youtube.png" width="50"></a>
+    <a href="https://twitter.com/visual_layer" style="padding:10px; display: inline-block;">
+                <img alt="twitter" src="https://vl-blog.s3.us-east-2.amazonaws.com/imgs/x.png" width="50"></a>
+</div>
+<div style="text-align: center;">
+    <img style="width:200px; display: block; margin: 0 auto;" alt="logo" src="https://d2iycffepdu1yp.cloudfront.net/design-assets/VL_horizontal_logo.png">
+    <div style="margin-top:20px;">Copyright © 2024 Visual Layer. All rights reserved.</div>
+</div>