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A Jupyter Notebook for ease-of-deployment |
Just press play. A jupyter notebook run in Google Colab is pure joy :) How a Jupyter Notebook will make it easier for you to test and tune your model quickly
The Jupyter Notebook is the original web application for creating and sharing computational documents. It offers a simple, streamlined, document-centric experience. More about them can be found here.We use Google Colaboratory to host the Jupyter notebook. Colab allows anybody to write and execute arbitrary python code through the browser, and is especially well suited to machine learning, data analysis and education. More technically, Colab is a hosted Jupyter notebook service that requires no setup to use, while providing access free of charge to computing resources including GPUs. More about colab can be found here.
The Notebooks
The link to the Jupyter Notebook to train your model using TensorFlow 2.7 and the object-detection API can be found here.The workspace to be uploaded on drive can be found here.
The notebook to train the tflite model including steps for deployment using a TPU can be found here
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