Datasets:
Tasks:
Image Segmentation
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
object-centric learning
License:
Delete 256x256/readme
Browse files- 256x256/readme +0 -34
256x256/readme
DELETED
|
@@ -1,34 +0,0 @@
|
|
| 1 |
-
---
|
| 2 |
-
language:
|
| 3 |
-
- en
|
| 4 |
-
license:
|
| 5 |
-
- cc-by-nc-4.0
|
| 6 |
-
task_categories:
|
| 7 |
-
- image-segmentation
|
| 8 |
-
splits:
|
| 9 |
-
- name: train
|
| 10 |
-
- name: validation
|
| 11 |
-
- name: test
|
| 12 |
-
viewer: false
|
| 13 |
-
---
|
| 14 |
-
|
| 15 |
-
# OCTScenes: A Versatile Real-World Dataset of Tabletop Scenes for Object-Centric Learning
|
| 16 |
-
|
| 17 |
-
This is the official dataset of OCTScenes (https://arxiv.org/abs//2306.09682). OCTScenes contains 5000 tabletop scenes with a total of 15 everyday objects. Each scene is captured in 60 frames covering a 360-degree perspective.
|
| 18 |
-
|
| 19 |
-
In the OCTScenes-A dataset, the 0--3099 scenes without segmentation annotation are for training, while the 3100--3199 scenes with segmentation annotation can be used for testing. In the OCTScenes-B dataset, the 0--4899 scenes without segmentation annotation are for training, while the 4900--4999 scenes with segmentation annotation can be used for testing.
|
| 20 |
-
|
| 21 |
-
This folder contains scenes with 256x256 resolutions. The name of each image is in the form `[scene_id]_[frame_id].png`. The images are compressed using `tar`, and the name of compressed files starts with the resolutions, such as 'image_256x256_'. Due to the large capacity of scene images, all are packaged into several parts and uploaded, namely `image_128x128_*`. Please download all the compressed files, and use 'tar' instruction to decompress the files.
|
| 22 |
-
|
| 23 |
-
For example, please download all the scene files starts with 'image_256x256_*', and then merge files into 'image_256x256.tar.gz':
|
| 24 |
-
|
| 25 |
-
```
|
| 26 |
-
cat image_256x256_* > image_256x256.tar.gz
|
| 27 |
-
```
|
| 28 |
-
|
| 29 |
-
And then decompress the file:
|
| 30 |
-
|
| 31 |
-
```
|
| 32 |
-
tar xvzf image_256x256.tar.gz
|
| 33 |
-
```
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|