Data · dataset · 2022
Caltech Home Objects 2006
Listed in CaltechDATA
This dataset contains random objects from home.
Description
The objects are taken mostly from kitchen, bathroom and living-room environments. Each directory ("Train" and "Test") contains a subdirectory named 'Gtruth/', containing ground truth .mat files.
The .mat files contain a variable 'outline'. For training images, 'outline' contains the corners of a bounding box defining the model in the training image. For test images, 'outline' contains the names of the models present in the image along with a bounding box for each of them.
Read the rest (1 more)
If a same training object is defined by several training images, 'outline' references all these training images, with the same bounding box. You can also find a tar archive of the whole dataset in "HomeObjects06.tar".
Links
Where it is published
- CaltechDATA record data.caltech.edu/records/bckkv-8my10 ↗
landing page · from data caltech edu
- DOI doi.org/10.22002/d1.20089 ↗
DOI / persistent id · from data caltech edu
Catalogue records · 1
- InvenioRDM API data.caltech.edu/api/records/bckkv-8my10 ↗
metadata API · from data caltech edu
Topics
- Stated by source
- computer vision · machine learning
- From keywords
- Computer Science & AI · Computer vision · Earth & Environmental Science · Engineering · Humanities · Life Sciences · Machine learning · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| CaltechDATA | bckkv-8my10 | 10 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].anzsrc:field:460304 | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:group:4611 | mapping · data caltech edu | vocabulary-mapper@1.0.0 | keywords['machine learning'] |
| concepts[field].local:field:computer-science-ai | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:engineering | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:humanities | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[field].local:field:social-science | mapping · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · data caltech edu | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[topic].invenio_subject:data_caltech_edu:computer-vision | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| concepts[topic].invenio_subject:data_caltech_edu:machine-learning | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| description | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/description |
| publication_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| title | source · data caltech edu | connector:data_caltech_edu@1.0.0 | /metadata/title |
| updated_date | source · data caltech edu | connector:data_caltech_edu@1.0.0 | |
| version_label | source · data caltech edu | connector:data_caltech_edu@1.0.0 |