How many images are included in the MRI Brain Tumor Dataset?

The dataset contains 5,249 MRI images divided into training and validation sets.

What annotation format is used?

The dataset uses YOLO format annotations, with bounding boxes manually created using the LabelImg tool.

What MRI views are included?

The dataset includes sagittal, axial, and coronal MRI views to ensure broad anatomical coverage.

What are the applications of this dataset?

It can be used for developing machine learning models for brain tumor detection and classification, academic research in medical imaging, and AI-based healthcare solutions.

MRI for Brain Tumor with Bounding Boxes

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MRI for Brain Tumor with Bounding Boxes

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MRI for Brain Tumor with Bounding Boxes

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MRI for Brain Tumor with Bounding Boxes

Description

Access our high-quality brain tumor detection dataset, featuring 5,249 meticulously annotated MRI images. Ideal for developing and evaluating machine learning models with comprehensive coverage of brain anatomy from various MRI scan angles.

Description:

This dataset comprises high-quality MRI images of brain tumors, meticulously curated and annotated to support the development and evaluation of machine learning models for brain tumor detection and classification.

Download Dataset

he dataset includes a total of 5,249 MRI images, divided into training and validation sets. Each image is annotated with bounding boxes in YOLO format and labeled according to one of the four classes of brain tumors.

Image Characteristics

The MRI images are captured from various angles, including sagittal, axial, and coronal views. This variety ensures a comprehensive coverage of brain anatomy, enhancing the robustness of models trained with this dataset.

Annotations

A dedicated team manually annotated the bounding boxes using the LabelImg tool. This rigorous annotation process ensures high accuracy and reliability, making the dataset a valuable resource for brain tumor detection research.

This dataset is sourced from Kaggle.

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MRI for Brain Tumor with Bounding Boxes