https://github.com/kamangir/image-classifier-2

A state-of-the-art fully customizable TensorFlow image classifier w/ a bash cli.
https://github.com/kamangir/image-classifier-2

bash-scripting deep-learning image-classification machine-learning python tensorflow transfer-learning

Last synced: 3 months ago
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A state-of-the-art fully customizable TensorFlow image classifier w/ a bash cli.

• Host: GitHub
• URL: https://github.com/kamangir/image-classifier-2
• Owner: kamangir
• Created: 2022-06-12T18:10:52.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-07-11T16:13:00.000Z (almost 3 years ago)
• Last Synced: 2025-02-19T12:52:55.427Z (4 months ago)
• Topics: bash-scripting, deep-learning, image-classification, machine-learning, python, tensorflow, transfer-learning
• Language: Jupyter Notebook
• Homepage:
• Size: 5.12 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# image-classifier

![image](https://user-images.githubusercontent.com/1007567/173676989-dc9ee636-fc55-4224-b4a2-25af51f6d685.png)

A state-of-the-art fully customizable TensorFlow image classifier w/ a bash cli.

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- this repo is based on the [Transfer Learning EfficientNetB0](https://www.kaggle.com/code/moiscmig/transfer-learning-efficientnetb0-99) solution for [Kaggle vegetable classification and recognition](https://www.kaggle.com/datasets/misrakahmed/vegetable-image-dataset) - purpose: classify 15 different types of vegetables using transfer learning. 

- this repo uses the [train/predict/eval+ingest model](https://gist.github.com/kamangir/7089b3579923f6aa226e459eb3292117) for deep vision models - here is [more](https://arash-kamangir.medium.com/training-prediction-and-evaluation-of-machine-visions-models-in-validation-mode-fa255f7811ad).