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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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[GSSOC'23 ] A CNN based classifier for Lung disease prediction for 14 Classes #615

Closed xPushpeshx closed 10 months ago

xPushpeshx commented 1 year ago

Is your feature request related to a problem? Please describe.

The goal is to Classify 14 lung diseases,main problem here is several images contain more than 1 disease which makes it much harder to detect and falls into the category of multi-label classification rather than multi-class classification.

Describe the solution you'd like

The Solution to this is to develop a CNN architecture Using transfer Learning and stacking of models using different loss functions with proper data augmentation so that it correctly classifies the disease

Code of Conduct

khusheekapoor commented 12 months ago

@xPushpeshx - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.

xPushpeshx commented 11 months ago

@khusheekapoor please review my PR #683