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RC Car ML Model Development with Google Colab

wilselby.com · published 7 January 2020

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RC Car End-to-end ML Model Development Read at the source ↗
wilselby.com
https://colab.research.google.com/notebooks/welcome.ipynb?utm_source=scs-index
colab.research.google.com
https://research.google.com/colaboratory/faq.html
research.google.com
https://selbystorage.s3-us-west-2.amazonaws.com/research/office_2/office_2.tar.gz
selbystorage.s3-us-west-2.amazonaws.com
https://colab.research.google.com/github/wilselby/diy_driverless_car_ROS/blob/ml-model/RC_Car_End_to_End_Image_Regression_with_CNNs_%28RGB_camera%29.ipynb
colab.research.google.com
https://www.nvidia.com/en-us/data-center/tesla-p100/
nvidia.com
https://keras.io/preprocessing/image/
keras.io
https://towardsdatascience.com/exploring-image-data-augmentation-with-eras-and-tensorflow-a8162d89b844
towardsdatascience.com
https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.train_test_split.html
scikit-learn.org
https://devblogs.nvidia.com/deep-learning-self-driving-cars/
devblogs.nvidia.com
https://arxiv.org/pdf/1604.07316v1.pdf
arxiv.org
https://www.tensorflow.org/api_docs/python/tf/keras/optimizers/Adam?version=stable
tensorflow.org
https://www.tensorflow.org/api_docs/python/tf/keras/callbacks/ModelCheckpoint?version=stable
tensorflow.org
https://www.tensorflow.org/api_docs/python/tf/keras/callbacks/ReduceLROnPlateau?version=stable
tensorflow.org
https://www.tensorflow.org/tensorboard
tensorflow.org
https://raghakot.github.io/keras-vis/vis.visualization/
raghakot.github.io
https://arxiv.org/pdf/1312.6034v2.pdf
arxiv.org