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A CNN based classifier for mosquito species based on their wing-beat patterns.

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
README.md		README.md
dataset.csv		dataset.csv
model.py		model.py
modelv1.2.1.h5		modelv1.2.1.h5
modelv1.2.1.json		modelv1.2.1.json
notebook.ipynb		notebook.ipynb
preprocess.py		preprocess.py
requirements.txt		requirements.txt
std.py		std.py
test.csv		test.csv
train.csv		train.csv

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Mosquito-Beats

A CNN based classifier for mosquito species based on their wing-beat patterns.

Mosquito species have a specific range of frequencies at which their wings beat. Based on this knowledge they can be classified into their respective 6 prominent species.

This project aims to do the same. (Current F1-Score = 0.81)

Requirements are speciefied in the requirement.txt file.

Any contribution is welcome.

Using the dataset at https://www.kaggle.com/potamitis/wingbeats

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A CNN based classifier for mosquito species based on their wing-beat patterns.

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