journeydb
JourneyDB
JourneyDB
[Project Page] [Paper] [Code] [HuggingFace] [OpenDataLab]
Dataset Description
Summary
JourneyDB is a large-scale generated image understanding dataset that contains 4,429,295 high-resolution Midjourney images, annotated with corresponding text prompt, image caption and visual question answering.
Supported Tasks
JourneyDB supports 4 downstream tasks, i.e. Prompt Inversion, Style Retrieval, Image Caption, and Visual Question… See the full description on the dataset page: https://huggingface.co/datasets/JourneyDB/JourneyDB.JourneyDB_part2JourneyDB_part1BLIP3o-Pretrain-JourneyDB
BLIP3o Pretrain JourneyDB Dataset
This collection contains 4 million JourneyDB images.
Download
from huggingface_hub import snapshot_download
snapshot_download(
repo_id="BLIP3o/BLIP3o-Pretrain-JourneyDB",
repo_type="dataset"
)
Load Dataset without Extracting
You don’t need to unpack the .tar archives, use WebDataset support in 🤗datasets instead:
from datasets import load_dataset
import glob
data_files = glob.glob("/your/data/path/*.tar")… See the full description on the dataset page: https://huggingface.co/datasets/BLIP3o/BLIP3o-Pretrain-JourneyDB.BLIP3o-JourneyDBJourneyDB-GoT
JourneyDB-GoT
Paper
Dataset Description
The JourneyDB-GoT dataset enriches the JourneyDB collection with rich grounding annotations added to text descriptions. This dataset combines high-quality AI-generated images from JourneyDB with detailed text descriptions and object-level grounding information.
Key Features
Modalities: Image, Text, and Grounding Annotations
Image Source: High-quality AI-generated images from JourneyDB
Text Descriptions: Each image has a… See the full description on the dataset page: https://huggingface.co/datasets/LucasFang/JourneyDB-GoT.