burness/tensorflow-101 resource

Health v2 · maintenance only

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1109 stars · 541 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of TensorFlow example and learning code covering MLPs, TFRecord conversion, model serving, GAN variants (AC-GAN, Info-GAN), image colorization, and text classification. It also includes a Flask-based inference demo for image classification.

Use cases

• learn tensorflow with example code
• implement gan in tensorflow
• convert dataset to tfrecord
• deploy tensorflow model with flask
• text classification with cnn and lstm
• image colorization with cgan
• tensorflow serving example

When to choose

• you want hands-on TensorFlow 1.x examples for GANs, NLP, or image classification
• you are learning TFRecord pipelines and model serving basics

When to avoid

• you need TensorFlow 2.x or Keras idioms
• you want a maintained production library with a license
• you need up-to-date deep learning practices

Facets

learning-resource · maturity abandoned

machine-learning deep-learning image-processing nlp data-science deep-learning machine-learning computer-vision tutorials python tensorflow gan infogan tfrecord flask image-classification text-classification mnist tf-slim educational-code natural-language-processing

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