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CSV means comma separated values. It's like a normal "txt" file with commas at regular places to separate some values. Typically the first line of CSV file is a "header", containing names of columns ...
This repository shows how to import a pretrained TensorFlow model in the SavedModel format, and use the imported network to classify an image. It is also referenced in the deep learning blog article ...