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

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

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`