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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Malaria Detection #90

Open AjayKhalsa opened 3 years ago

AjayKhalsa commented 3 years ago

Learning Goals

Work with Tensorflow and image data & implement different models with this (eg- VGG16, VGG19, RSNET)

Exercise Statement

[Explain and describe what the exercise is] The dataset contains parasitized and uninfected cells from the thin blood smear slide images of segmented cells. Here a VGG16 model is used to classify the cells as Infected & Uninfected

Prerequisites

[Prerequisites, in terms of concepts or other exercises in this repo] Tensorflow/Keras, Transfer Learning

Data source/summary:

This dataset is simple and interesting enough to learn to implement different CNN architectures The Malaria dataset contains a total of 27,558 cell images with equal instances of parasitized and uninfected cells from the thin blood smear slide images of segmented cells. https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria

(Optional) Suggest/Propose Solutions

I have the solution using the VGG19 model in Tensorflow, & will be happy to create a pull request and will then implement other models on this dataset.

gimseng commented 3 years ago

@AjayKhalsa Thanks for the contribution ! Feel free to PR. Let me know if you have any questions on the contributing guidelines or format.

gopichandpuli9 commented 2 years ago

Can I work on this issue now?