Since long I’ve been thinking of creating an API which fellow developers could use over cloud. But I didn’t want it to be the traditional Hello World API or simple SQL Flask API — supporting the classical user name and email ID GET, PUT, POST, DELETE REST requests. Since AI and ML are so pervasive now, I thought of giving ML a try — and it is easy : )

Image Classification using PyTorch

Image for post
Image for post

Since everything’s on the cloud and the free versions I needed an AI/ML project with small, lightweight dependencies for the cloud. I forked a project named Img2vec that uses PyTorch to generate feature vectors for a dataset of images and then does a simple match(cosine similarity in sklearn) of a test image with others using pretrained models. …

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Akshay Sharma

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