Data · dataset · 2022
LILA Camera Traps
Listed in Hugging Face Datasets
LILA Camera Traps is an aggregate data set of images taken by camera traps, which are devices that automatically (e.g. via motion detection) capture images of wild animals to help ecological research.
Description
This data set is the first time when disparate camera trap data sets have been aggregated into a single training environment with a single taxonomy. This data set consists of only camera trap image data sets, whereas the broader LILA website also has other data sets related to biology and conservation, intended as a resource for both machine learning (ML) researchers and those that want to harness ML for this topic.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/society-ethics/lila_camera_traps ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2202.02283 arxiv.org/abs/2202.02283 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/society-ethics/lila_camera_traps ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image classification
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | society-ethics/lila_camera_traps | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |