datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
botanical-vision-256
Botanical Vision
Fine-grained flowering-plant classification dataset: 407,759 research-grade
iNaturalist photos across 4,094 species (all flowering plants with at least
2,000 observations). Built for Advanced Computer Vision (UChicago ADSP 32023).
Images are downscaled so the long edge is at most 256px (a smaller, Colab-friendly build of the full-resolution dataset).
Splits
split
images
train
285,136
val
61,288
test
61,335
Split is stratified… See the full description on the dataset page: https://huggingface.co/datasets/dbabnigg/botanical-vision-256.botanical-vision
Botanical Vision
Fine-grained flowering-plant classification dataset: 407,759 research-grade
iNaturalist photos across 4,094 species (all flowering plants with at least
2,000 observations). Built for Advanced Computer Vision (UChicago ADSP 32023).
Splits
split
images
train
285,136
val
61,288
test
61,335
Split is stratified within each species (70/15/15). Exact and cross-species
duplicate images were removed before splitting.
Fields… See the full description on the dataset page: https://huggingface.co/datasets/dbabnigg/botanical-vision.index-cards-harvard-botany-metropolitan-flora
Card File of the Flora of the Metropolitan Parks (Harvard Botany Libraries, 1894–1895)
4,574 botanical specimen index cards from the Harvard University Botany
Libraries' Card File of the Flora of the Metropolitan Parks, 1894–1895 (bulk),
compiled by Walter Deane (1848–1930). Records flora of the Metropolitan Park
system around Boston — Middlesex Fells Reservation, Blue Hills, Norfolk County,
and adjacent areas — with one card per specimen entry: species, locality,
collection date… See the full description on the dataset page: https://huggingface.co/datasets/biglam/index-cards-harvard-botany-metropolitan-flora.AVAINT-IMGbotox-injections-before-and-afterThe dataset consists of photos featuring the same individuals captured before and after
botox injections procedure. The dataset contains a diverse range of individuals with
various ages, ethnicities and genders.
The dataset is useful for evaluation of the effectiveness of botox injections for
different skin and face types, face recognition and reidentification tasks. It can be
utilised for biometric tasks , in beauty sphere, for medical purposes and e-commerce.Bottega.Veneta.Product.prices.United.States
Bottega Veneta web scraped data
About the website
Bottega Veneta is a prominent player in the Luxury Fashion industry in the Americas, particularly in the United States. This industry is defined by high-end clothing, accessories, leather goods, shoes and lifestyle items from distinctive brands. In the US, the Luxury Fashion market is shaped by trends like digitalization, personalized experiences, and sustainability. A significant amount of retail activity occurs on… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Bottega.Veneta.Product.prices.United.States.Infusion-Bottle-Liquid-Type-Classification-Image-Dataset
Infusion Bottle Liquid Type Classification Image Dataset
The current medical industry faces challenges in liquid infusion management, such as inaccurate classification and low processing efficiency. Traditional manual classification methods often rely on experience, which can lead to errors. Existing solutions lack sufficient training data, resulting in inadequate accuracy of intelligent classification models. This dataset aims to provide a rich collection of liquid type image data… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Infusion-Bottle-Liquid-Type-Classification-Image-Dataset.Bottled-Goods-Image-Classification-Dataset
Bottled Goods Image Classification Dataset
The retail e-commerce industry currently faces challenges such as low efficiency and poor accuracy in product classification, affecting inventory management and user experience. Existing image classification solutions often rely on limited sample sizes and simple feature extraction methods, resulting in insufficient model generalization capability. This dataset aims to address the problem of insufficient samples in image classification by… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Bottled-Goods-Image-Classification-Dataset.Bottega.Veneta.Product.prices.South.Korea
Bottega Veneta web scraped data
About the website
Bottega Veneta operates in the luxury fashion industry in Asia Pacific, where numerous high-end brands engage in fierce competition to capture the attention and spending capabilities of affluent consumers. In particular, South Korea stands as a notable hub for luxury fashion, underpinned by growing economic affluence, sophisticated consumers, and the cultural wave commonly referred to as the "Hallyu Wave". The market is… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Bottega.Veneta.Product.prices.South.Korea.Bottega.Veneta.Product.prices.Italy
Bottega Veneta web scraped data
About the website
Bottega Veneta operates in the luxury fashion industry within the EMEA region, specifically in Italy. This industry is recognized worldwide for its high-end, quality products that range from clothing, accessories to fragrances and home furnishings. Italy, in particular, holds a significant place in this market, given its long-standing reputation and excellence in the design and manufacturing of luxurious goods. With the… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Bottega.Veneta.Product.prices.Italy.Bottega.Veneta.Product.prices.Australia
Bottega Veneta web scraped data
About the website
Bottega Veneta operates in the high-end luxury fashion industry, predominantly in the Asia Pacific region specifically focusing on Australia. This market encompasses fine clothing, opulent accessories, exclusive footwear, and distinguished leather goods. The brand is among the high echelon of luxury fashion brands that have harnessed the potential of the rapidly growing Ecommerce industry in the region. The era of online… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Bottega.Veneta.Product.prices.Australia.botanical-vision-test
Botanical Vision
Fine-grained flowering-plant classification dataset: 495 research-grade
iNaturalist photos across 5 species (all flowering plants with at least
2,000 observations). Built for Advanced Computer Vision (UChicago ADSP 32023).
Splits
split
images
train
345
val
75
test
75
Split is stratified within each species (70/15/15). Exact and cross-species
duplicate images were removed before splitting.
Fields
image — the… See the full description on the dataset page: https://huggingface.co/datasets/dbabnigg/botanical-vision-test.nai3_bot_collection
Discord NAI3 Bot Collection
This is the NAI3 bot images collection. Last updated at 2024-10-14 19:02:43 UTC.
Images
There are 21165 images in total.
id
archive_file
filename
file_size
width
height
mimetype
software
source
generation_time
prompt
uc
21165
images/0/229.tar
7251633366468923392_61197bf5.png
1835032
896
1152
image/png
NovelAI
Stable Diffusion XL 7BCCAA2C
1.33605
artist:asahina hikage,artist:mana_(remana),artist:melailai,artist:meion,artist:atdan… See the full description on the dataset page: https://huggingface.co/datasets/xi0v/nai3_bot_collection.