https://github.com/fifaak/ear_cancer_classification_vit_and_resnet

Ear cancer classification using RESNET and attention map using vision transformers (with deployment)
https://github.com/fifaak/ear_cancer_classification_vit_and_resnet

ai cancer classification image-processing resnet streamlit transformer vision-transformer

Last synced: 6 months ago
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Ear cancer classification using RESNET and attention map using vision transformers (with deployment)

• Host: GitHub
• URL: https://github.com/fifaak/ear_cancer_classification_vit_and_resnet
• Owner: fifaak
• License: mit
• Created: 2023-09-03T16:36:09.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-05T15:48:27.000Z (about 2 years ago)
• Last Synced: 2025-03-31T08:44:09.882Z (7 months ago)
• Topics: ai, cancer, classification, image-processing, resnet, streamlit, transformer, vision-transformer
• Language: Jupyter Notebook
• Homepage:
• Size: 3.52 MB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Ear_cancer_classification_VIT_and_RESNET

Ear cancer classification using RESNET and attention map using vision transformers (with deployment)

### Vision transformer Architecture

![image](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/f6ae8242-4e07-4da5-be23-f40fe7fc8890)

### RESNET Architecture

![image](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/a68102fd-ecd2-49e1-a15f-8f80b7bb76c9)

# SAMPLE TEST (VIT & ATTENTION MAP)

## Basal carcinoma

![Basal_carcinoma](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/9752b3c2-b976-47a9-a410-73eee61bcb99)

## Melanoma

![Melanoma](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/8cf3c4bb-389d-48b1-b0ec-26e11e4cec65)

## Squamous carcinoma

![Squamous_carcinoma](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/d6cb543a-5691-4786-95c6-e3bb0ae93d34)

## Normal

![Not_EarCancer](https://github.com/fifaak/Ear_cancer_classification_VIT_and_RESNET/assets/63219566/10811d8f-c930-4317-9b3c-08ba40115605)