datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vrm-premium-modelsFindFlower-Premium-100-flowering
FindFlower-Premium-100
Total classes: 1,500 botanical taxa covering common, semi-rare, and cultivated flora.
Total verified samples: 150,000 images with a strict 100-sample balanced distribution.
Preprocessing: quality filtered, deduplicated via perceptual hashing, and resolution normalized to 224x224 JPEG.
Intended downstream task: MaxViT-1500 on-device botanical classification.
PremiumTextDataset-TestRepo
PremiumTextDataset
1. Introduction
The PremiumTextDataset has undergone significant quality improvements through rigorous data cleaning and validation pipelines. In the latest version, we have enhanced data completeness and consistency by implementing advanced deduplication algorithms and quality filters during post-processing. The dataset demonstrates outstanding performance across various quality metrics, including accuracy, completeness… See the full description on the dataset page: https://huggingface.co/datasets/toolevalxm/PremiumTextDataset-TestRepo.samiwatches-premium-datasetatk-premium