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PROJECT BACKGROUND

Hi! Did you know, snake species identification problem is very critical as most of the people are unable to recognize types of snake instantly. You can take a picture of the snake, but only if the snake doesn't disappear quickly. According to statistics by Hospital Universiti Sains Malaysia, there are about 52.9% of the snakebites cases where the species are unidentified. An anti-venom can save a life but we must ensure that the correct anti-venom is provided for a snake bite. Otherwise, it won't be affected at all or it could be worse. Hence, it is crucial to identify the snake type prior to getting a proper treatment.  

Problem Statement

Snake is DANGEROUS!

Lack of knowledge in identifying the snake species

Snake Text data set are not standardized

Existed sample of snake's feature cannot be used for classification task

Types of machine learning algorithms to be used? TOO MANY!

Its difficulty in finding the suitable algorithms to classified based on  snake’s features

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