laboratory
vietspeech-train-streamingdynamic_systems_pretrain
Example Code for Using the Dataset
import numpy as np
from torch.utils.data import Dataset
from datasets import load_dataset
class PretrainDataset(Dataset):
def __init__(self, window_size=4096, nvar=11):
self.window_size = window_size
self.nvar = nvar
# init dataset
self.ds = load_dataset("mosaic-laboratory/dynamic_systems_pretrain")
def __len__(self):
return sum([len(self.ds[k]) for k in self.ds.keys()])
def __getitem__(self… See the full description on the dataset page: https://huggingface.co/datasets/mosaic-laboratory/dynamic_systems_pretrain.Long-RVOS
Long-RVOS: A Comprehensive Benchmark for Long-term Referring Video Object Segmentation
GitHub Repository: https://github.com/iSEE-Laboratory/Long_RVOS
Project Page: https://isee-laboratory.github.io/Long-RVOS/
Paper: arXiv:2505.12702
Dataset Description
Dataset Summary
Long-RVOS is the first large-scale long-term referring video object segmentation benchmark, containing 2,000+ videos with an average duration exceeding 60 seconds. The dataset addresses… See the full description on the dataset page: https://huggingface.co/datasets/iSEE-Laboratory/Long-RVOS.feasibility-cn-en
Feasibility Chinese → English
Full CoVoST 2 zh-CN → en subset, packaged for diffusion-speech-recognition.
Split
Examples
Audio hours
train
7,085
10.44
validation
4,843
7.90
test
4,898
8.24
Schema
id: string, unique WAV filename; equals audio.path for the project's ID-to-audio mapping.
chinese: original Chinese transcript, preserved without normalization.
english: official English translation, preserved without normalization.
audio: Hugging… See the full description on the dataset page: https://huggingface.co/datasets/aiai-laboratory/feasibility-cn-en.E3.H2-Synthetic_Hospital_Operations_Environment
Auric Grid Synthetic Hospital Operations Environment
Dataset Descriptor
Dataset ID: E3.H2
Dataset Title: Auric Grid Synthetic Hospital Operations Environment
Dataset Version: E3.H2.v1
Organization: Auric Grid Laboratory
Domain: Hospital operations, patient-flow, and capacity analytics
Population: 50,000 unique synthetic patients
Synthetic operational period: 2031-01-01 to 2031-12-31 (365 days, arbitrary calendar year, not tied to any real events)
Files:… See the full description on the dataset page: https://huggingface.co/datasets/AuricGrid-Laboratory/E3.H2-Synthetic_Hospital_Operations_Environment.laboratory-reagent-supply
Laboratory Reagent Supply (Reagent Availability, Equipment, Diagnostic Access, Stockouts) | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/laboratory-reagent-supply.