CluelessCoders AutoWCEBleedGen Challenge MISAHUB

Welcome to CluelessCoders’ GitHub repository on Auto-WCEBleedGen Challenge MISAHUB 2023! This repository contains code, datasets, and a stored model for the image classification as bleeding or non-bleeding. We also have an Excel sheet containing the image IDs and predicted class labels for testing datasets 1 and 2.

Finalised ColabNotebook is MisaHubResNet_FINAL.ipynb

Achieved evaluation metrics of the validation dataset.

Classification -

Detection -

Screenshot of the best 5 predicted frames with bounding boxes and confidence level from DATASET 1 (including the CI in the screenshot itself)-

Screenshot of the best 5 predicted frames with bounding boxes and confidence level from DATASET 2 (including the CI in the screenshot itself)-

Stored Model drive link with access : https://drive.google.com/drive/folders/1s5poG5v3myJqoR2GBYZwbCbMeDJ9wSSu?usp=sharing
resnet_model_MISAHUB for classification

best.pt for yolov5