Related Objects of Interest: filling , implant , caries , periapical lesion , crown , asc-us , hsil , lsil , actinic keratosis , dermatofibroma

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Top Lesion Computer Vision Models

The models below have been fine-tuned for various lesion detection tasks. You can try out each model in your browser, or test an edge deployment solution (i.e. to an NVIDIA Jetson). You can use the datasets associated with the models below as a starting point for building your own lesion detection model.

At the bottom of this page, we have guides on how to count lesions in images and videos.

Instance Segmentation Model yolov8

4

9375 images1 model

toilet 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26

Object Detection Model

2

705 images1 model

Caries Deep Caries Impacted Periapical Lesion

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

Instance Segmentation Model yolov8

1

6992 images1 model

toilet 1 10 11 12 13 14 15 16 17 18 19 2 20 21 22 23 24 25 26

Object Detection Model snap

1

2486 images3 models

Actinic keratosis Basal cell carcinoma Benign keratosis Dermatofibroma Melanocytic nevus Melanoma Squamous cell carcinoma Vascular lesion

Object Detection Model snap

1

cxr lesion detection_test2

2192 images1 model

Aortic enlargement Atelectasis Calcification Cardiomegaly Consolidation ILD Infiltration Lung Opacity Nodule-Mass Other lesion Pleural effusion Pleural thickening Pneumothorax Pulmonary fibrosis

Object Detection Model snap

1

822 images2 models

bridge braces cavity crown filling implant lesion

Instance Segmentation Model

51 images1 model

Object Detection Model

1996 images1 model

Object Detection Model snap

5 case diseases

1024 images1 model

bridge caries crown impaction periapical lesion root canal root canal with prosthesis root stump

Object Detection Model

43 images2 models

Object Detection Model

400 images1 model

ASC-H ASC-US HSIL LSIL Negative for intraepithelial lesion SCC

Object Detection Model

400 images2 models

ASC-H ASC-US HSIL LSIL Negative for intraepithelial lesion SCC

Object Detection Model

Lichen-BENINGN-AND-MALIGNANT

449 images1 model

Benign Lichen benign lesion precancerous

Object Detection Model

2101 images1 model

Object Detection Model

CRMG Decapod Histology

46 images1 model

eosinophiliclesion haemocyte haemolymph lesion pigment clump

Object Detection Model

Skin cancer detection

40 images1 model

BClesion BKlesion MELlesion SCClesion lesion

Classification Model

AI for Skin Cancer detection

Daniela Carvalho

2200 images2 models

cell actinic basal benign carcinoma dermatofibroma keratosis lesion melanoma nevus pigmented seborrheic squamous vascular

Object Detection Model

400 images2 models

ASC-US Abnormal HSIL LSIL Negative for intraepithelial lesion Normal SCC

Object Detection Model snap

lesion-yes-or-no

107 images1 model

\lesion no-lesion

Classification Model

Skin cancer classification

2200 images2 models

actinic keratosis basal cell carcinoma dermatofibroma melanoma nevus pigmented benign keratosis seborrheic keratosis squamous cell carcinoma vascular lesion

Object Detection Model yolov8 yolov8s snap

Citrus Canker Object Detection

School projects

25 images2 models

Object Detection Model

FMD Disease Detection

55 images2 models

Lesion Mouth Froth

Object Detection Model

SunFlowers detection 2

95 images1 model

lesion prostate

Object Detection Model

oral cancer types

oral cancer types

588 images1 model

Benign Lichen Traumatic ulcer abnormal benign lesion precancerous

Semantic Segmentation Model

4189 images1 model

Object Detection Model

Skin Cancer Detection

40 images1 model

BC lesion BK lesion MEL lesion SCC lesion SCClesion

Instance Segmentation Model roboflow-3-n-seg

8024 images1 model

Caries Crown Filling Implant Missing teeth Periapical lesion Root Piece Root canal obturation

Instance Segmentation Model roboflow-3-n-seg

Farhans Workspace

653 images1 model

1 11 12 13 14 15 16 17 18 2 2 0.42571127502634354 0.5245398773006135 0.78609062170706 0.5419222903885481 21 22 23 24 25 26 27 28 3

Object Detection Model snap

4394 images1 model

Aortic enlargement Atelectasis Calcification Cardiomegaly Consolidation ILD Infiltration Lung Opacity Nodule-Mass Other lesion Pleural effusion Pleural thickening Pneumothorax Pulmonary fibrosis

Object Detection Model snap

4394 images1 model

Aortic enlargement Atelectasis Calcification Cardiomegaly Consolidation ILD Infiltration Lung Opacity Nodule-Mass Other lesion Pleural effusion Pleural thickening Pneumothorax Pulmonary fibrosis

Object Detection Model snap

Skin Cancer Detection

2242 images1 model

actinic keratosis basal cell carcinoma dermatofibroma melanoma nevus pigmented benign keratosis seborrheic keratosis squamous cell carcinoma vascular lesion

Object Detection Model snap

Universitas YARSI

400 images1 model

ASC-H ASC-US HSIL LSIL Negative for intraepithelial lesion SCC

Object Detection Model snap

Universitas Yarsi

400 images1 model

ASC-H ASC-US HSIL LSIL Negative for intraepithelial lesion SCC

Object Detection Model snap

2217 images1 model

lesion selar tumor hipofisario

Instance Segmentation Model roboflow-3-n-seg

Cervical Cancer

Cervical Cancer Project

130 images2 models

Instance Segmentation Model roboflow-3-n-seg

678 images1 model

Caries Deep Caries Impacted Periapical Lesion

Object Detection Model snap

614 images1 model

ASC-H ASC-US HSIL LSIL Negative-for-intraepithelial-lesion SCC

Object Detection Model snap

Tooth Detection

clarencepraison

471 images1 model

Amalgam restoration Composite restoration Extensive lesion Mild lesion Missing tooth Moderate lesion Root stump Tooth boundary

Classification Model

skin-lesion-classification with 97.8% accuracy

skinDiseaseDetection

1845 images1 model

Actinic Keratosis Atopic Dermatitis Benign Keratosis Dermatofibroma Melanoma Squamous Cell Carcinoma Tinea Ringworm Candidiasis Vascular Lesion

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