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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: about 22 hours 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 (over 1 year ago)
- Default Branch: main
- Last Pushed: 2023-09-05T15:48:27.000Z (over 1 year ago)
- Last Synced: 2024-12-17T10:09:13.186Z (about 2 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
Awesome Lists containing this project
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)