Update README.md

1. Update README
2. Remove gated access for easier access.

README.md

@@ -1,24 +1,24 @@
 ---
 license: cc-by-nc-4.0
 pretty_name: imagenet3d
-extra_gated_fields:
-  Name: text
-  Affiliation: text
 ---
 ## ImageNet3D
 
+We present **ImageNet3D**, a large dataset for general-purpose object-level 3D understanding. ImageNet3D augments 200 categories from the ImageNet dataset with 2D bounding box, 3D pose, 3D location annotations, and image captions interleaved with 3D information.
+
 Refer to [github.com/wufeim/imagenet3d](https://github.com/wufeim/imagenet3d) for the full documentation and sample preprocessing code for ImageNet3D.
 
 ### Download Data
 
-Directly download from the HuggingFace WebUI, or on a server, run
+**ImageNet3D-v1.0:** Directly download from the HuggingFace WebUI, or on a server, run
 
-```py
-from huggingface_hub import hf_hub_download
-local_path = '/your/local/directory'
-hf_hub_download(repo_id='ccvl/ImageNet3D', repo_type='dataset', filename='imagenet3d_0409.zip', local_dir=local_path, local_dir_use_symlinks=False)
+```sh
+wget https://huggingface.co/datasets/ccvl/ImageNet3D/resolve/main/imagenet3d_v1.zip
 ```
 
+**Future updates:** We are working on annotating more object categories and improving the quality of current annotations.
+The next update is planned to be released by the end of Jan 2025. Please let us know if you have any suggestions for future updates.
+
 ### Example Usage
 
 ```py