Tagneural network

AI in agriculture: fruit grading (Part 1)

By Tung Nguyen
In back-end, data science, front-end, Project, Research
2 Min read
A

During a meet up last month, a friend told me about the current project on a farm in New Zealand. They want to build a system to grade their fruits and AI is the technology they are looking for. It inspired me to write about how machine learning can help in solving such a problem. Fig 1: Apple grading The grading task Given an apple, we need to sort it to correct category in three available...

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Word2vec with gensim – a simple word embedding example

By Tung Nguyen
In data science, Project, Research
5 Min read
W

In this short article, we show a simple example of how to use GenSim and word2vec for word embedding. Word2vec Word2vec is a famous algorithm for natural language processing (NLP) created by Tomas Mikolov teams. It is a group of related models that are used to produce word embeddings, i.e. CBOW and skip-grams. The models are considered shallow. They consist of two-layer neural...

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