datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
insect_image_retrieval
Introduction
This dataset provides CLIP embeddings for images of insects, enabling similarity search and content-based retrieval.
Source
All images were sourced from Francesco/insects-mytwu.
Code
If you wish to create a similar dataset then feel free to use the code provided here:
https://github.com/rishik18/CLIP_embedding_based_retrieval
Sample Usage
from datasets import load_dataset
ds_new = load_dataset("hkanade/insect_image_retrieval")… See the full description on the dataset page: https://huggingface.co/datasets/hkanade/insect_image_retrieval.GlobalRG-Retrieval
GlobalRG - Retrieval Across Universals Task
Despite recent advancements in vision-language models, their performance remains suboptimal on images from non-western cultures due to underrepresentation in training datasets. Various benchmarks have been proposed to test models' cultural inclusivity, but they have limited coverage of cultures and do not adequately assess cultural diversity across universal as well as culture-specific local concepts. We introduce the GlobalRG-Retrieval… See the full description on the dataset page: https://huggingface.co/datasets/UBC-VL/GlobalRG-Retrieval.