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

Paper

Please see Report.pdf for our analytical paper for this project  

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 the “data” folder

Size Estimation:

python estimateSize.py

Depth Estimation:

python estimateDepth.py

Depth Estimation:

python estimateDepth.py

Want to help with Labeling:

cd labeling
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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