Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

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
JSON representation

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

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)