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A machine learning based approach using CNNs to detect the absolute depth of objects with in a single monocular still image

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kashgupta/ComputerVision-Absolute-Depth-Detection-With-Single-Image

 
 

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ComputerVision-Absolute-Depth-Detection-With-Single-Image

 

Dependencies:

  1. OpenCV

  2. Tensorflow

  3. Python 2.7

 

Instructions:

  1. Download “images” and “depth” from the NYU Depth Dataset V2

  2. Place both datasets in “data”

 

- Run “python estimateSize.py” for size estimation

- Run “python estimateDepth.py” for depth estimation

 

Want to help with Labeling:

  1. `cd labeling`

  2. `python LabelingRig.py`

 

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A machine learning based approach using CNNs to detect the absolute depth of objects with in a single monocular still image

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