Skip to content

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

Notifications You must be signed in to change notification settings

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

Repository files navigation

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`

 

About

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

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages