Skin Lesion and  Diabetic Retinopathy Classification using Transfer Learning

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Jawad Shaikh

Jawad Shaikh

Nizamabad, Telangana

Trying to use machine learning for classification of skin lesion images and Diabetic Retinopathy images.

Artificial Intelligence

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Description

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset. Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

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Deep Diagnosis github repository

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Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium 93ba8343 4c90 4889 b1c6 893bd3ad1d74

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium dd70fced 58b7 4ed7 b2d9 6589303f7239

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium c103f4e9 7d24 48e3 9682 8a20705f70d9

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium 4fa5eaef 8b99 4d34 98e5 c79ec8962c73

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium 065bd233 a3fa 4507 bea8 3e07fe21e507

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. added photos to project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium 4b256e71 6b7e 45c5 9260 da337e2251db

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset.
Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

Medium 0 xpjfnyq4yja7ij6vmmhhgb5j2i12tvwmsyhh38zofm fimlsvmhh x54xogqfz60mhhhtxxg2p7fkkq9xbu8 5koup77kkqmvbud9yzya6oqk15rv1y2pf5dlo

Jawad S. created project Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

Medium 4b256e71 6b7e 45c5 9260 da337e2251db

Skin Lesion and Diabetic Retinopathy Classification using Transfer Learning

This is a research oriented project where we have tried to use machine learning models for classification tasks using images as an input. We've used CNN model for the task of image analysis and classification. The architecture of our model is a standard architecture used by many in the industry. The architecture is called Inception model.

We've used transfer learning to take adapt a partially trained Inception model on our dataset. Using the model thus obtained, we made an android app and a website to make the model usable.

Additional info can be found on the github repo => https://github.com/DanishShah/DeepDiagnosis

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