Datasetpublic

strangerguardhf/Tooth-Agenesis-6_Types

Tooth-Agenesis-6_Types This dataset contains labeled dental images intended for training machine learning models on the classification of six different oral health conditions. It is designed for image classification tasks, specifically targeting types of tooth agenesis and other related dental conditions. Dataset Summary Total Images: 12,320 Format: Parquet Modality: Image Split: train only Size: 183 MB Language: English License: Apache 2.0 Labels… See the full description on the dataset page: https://huggingface.co/datasets/strangerguardhf/Tooth-Agenesis-6_Types.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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Dataset Card

Tooth-Agenesis-6\_Types

This dataset contains labeled dental images intended for training machine learning models on the classification of six different oral health conditions. It is designed for image classification tasks, specifically targeting types of tooth agenesis and other related dental conditions.

Dataset Summary

—Total Images: 12,320
—Format: Parquet
—Modality: Image
—Split: train only
—Size: 183 MB
—Language: English
—License: Apache 2.0

Labels

The dataset includes the following six categories of dental conditions:

Label ID	Class Name
0	Calculus
1	Caries
2	Gingivitis
3	Mouth Ulcer
4	Tooth Discoloration
5	Hypodontia

Usage

This dataset can be used for:

—Training and evaluating image classification models for dental diagnosis
—Research in dental pathology classification using AI
—Development of dental health assessment tools

How to Use

You can load this dataset using the Hugging Face datasets library:

python

from datasets import load_dataset

dataset = load_dataset("strangerguardhf/Tooth-Agenesis-6_Types")

Access individual images and labels:

python

image = dataset["train"][0]["image"]
label = dataset["train"][0]["label"]

Applications

—Clinical decision support systems
—Diagnostic tools in tele-dentistry
—Automated dental checkup assistants