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sda:deep_learning [2016/12/16 13:07] (current)
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 +====== Deep Learning ​ ======
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 +Deep Learning is a large and growing field. ​ This chapter captures the use of Deep Learning in the context of Self-Driving Automation.  ​
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 +[[sda:​Synthetic Data Collection]]
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 +[[sda:​Automated Data Collection]]
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 +[[sda:​Behavior Cloning]]
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 +[[sda:​Transfer Learning]]
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 +[[sda:​Object Detection]]
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 +[[sda:Image Segmentation]]
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 +[[sda:Free Space Estimation]]
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 +[[sda:​Object Tracking]]
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 +[[sda:​Reinforcement Learning]]
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 +[[sda:End to End Training]]
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 +**References**
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 +https://​medium.com/​@tantony/​training-a-neural-network-in-real-time-to-control-a-self-driving-car-9ee5654978b7#​.d80gaixp0 ​ Training a neural network in real-time to control a self-driving car 
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 +http://​images.nvidia.com/​content/​tegra/​automotive/​images/​2016/​solutions/​pdf/​end-to-end-dl-using-px.pdf ​ End to End Learning for Self-Driving Cars
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 +https://​handong1587.github.io/​deep_learning/​2015/​10/​09/​dl-and-autonomous-driving.html  ​
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