Related Objects of Interest: normal , atelectasis , cardiomegaly , pneumothorax , effusion , infiltrate , mass , nodule , consolidation , fracture

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Top Pneumonia Datasets and Models

The datasets below can be used to train fine-tuned models for pneumonia detection. You can explore each dataset in your browser using Roboflow and export the dataset into one of many formats.

At the bottom of this page, we have guides on how to train a model using the pneumonia datasets below.

Classification Model

2

Diseases Classifier on CheXpert dataset

Bauman Moscow State University

4440 images2 models

Atelectasis Cardiomegaly Consolidation Edema Enlarged Cardiomediastinum Fracture Lung Lesion Lung Opacity No Finding Pleural Effusion Pneumonia Pneumothorax

1

100 images

Atelectasis Cardiomegaly Effusion Healthy Infiltrate Mass Nodule Pneumonia Pneumothorax Testing Training Unlabeled Validation

Object Detection

1

886 images

Atelectasis Cardiomegaly Effusion Infiltrate Mass Nodule Pneumonia Pneumothorax

Classification Model

1

5824 images1 model

NORMAL PNEUMONIA

Object Detection

1

nih-xray-itazg-xeoi

Roboflow 100-VL

880 images

Atelectasis Cardiomegaly Effusion Infiltrate Mass Nodule Pneumonia Pneumothorax

Classification Model

1556 images2 models

Covid19 Normal Pneumonia Unlabeled

Instance Segmentation

84 images

Instance Segmentation

170 images

Object Detection

409 images

object Diarrhea Healthy Pneumonia

Object Detection

300 images

12 - Pneumothorax Pneumonia cancer

classification of pneumonia patients

320 images

normal pneumonia

Classification Model

200 images2 models

NORMAL PNEUMONIA

Chest X-ray - 17 Diseases

90 images

fracture abscess atelectasis atherosclerosis_of_the_aorta cardiomegaly emphysema hydropneumothorax hydrothorax pneumonia pneumosclerosis post_inflammatory_changes post_traumatic_ribs_deformation sarcoidosis scoliosis tuberculosis venous_congestion

Classification Model

200 images1 model

NORMAL PNEUMONIA

Object Detection Model

300 images1 model

No Findings Pneumonia

Object Detection

880 images

Atelectasis Cardiomegaly Effusion Infiltrate Mass Nodule Pneumonia Pneumothorax

Shashwat Maharwal

200 images

normal pneumonia

Object Detection

Pneumonia detection

71 images

Khon Kaen University

200 images

NORMAL PNEUMONIA

Object Detection

3989 images

Covid Pneumonia covid

299 images

NORMAL PNEUMONIA

Object Detection Model yolov8 yolov8s snap

904 images1 model

Classification Model

Mahidol University

200 images1 model

NORMAL PNEUMONIA

Classification Model

Classification of Pneumonia and Normal People

aakhtarmscse22sinesstudentnustedupk

400 images1 model

normal pneumonia

Classification Model

Classification of Pneumonia and Normal People

National University of Sciences and Technology Islamabad Pakistan

200 images1 model

normal pneumonia

12k_VirusSplitted

Airlangga University

4628 images

PNEUMONIA (VIRUS)

Classification Model

5824 images1 model

NORMAL PNEUMONIA

4657 images

5824 images

NORMAL PNEUMONIA

Classification Model

4590 images1 model

NORMAL PNEUMONIA

Object Detection Model

AI in Detection of Pneumonia

pharos university

39 images2 models

Health-lungs pneumonia-at-lungs

Classification Model

200 images1 model

NORMAL PNEUMONIA

Object Detection

58 images

Normal PNEUMONIA

Object Detection Model yolov5

Capstone project new dataset

387 images2 models

Covid19 Normal Pneumonia Tuberculosis

Instance Segmentation

6892 images

Instance Segmentation

6241 images

Instance Segmentation

6215 images

Instance Segmentation

8014 images

Instance Segmentation

8805 images

Instance Segmentation

8222 images

Instance Segmentation

8551 images

Instance Segmentation

7647 images

Instance Segmentation

7127 images

Instance Segmentation

2916 images

Instance Segmentation

7042 images

Instance Segmentation

8909 images

Object Detection Model

42 images2 models

Object Detection

Dataset_neumonia

5825 images

normal pneumonia

Classification Model

200 images1 model

NORMAL PNEUMONIA

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