My take on implementing monocular depth estimation based off of the state-of-the-art technology currently being used. This is an implementation in tensorflow 2.0 of the following paper - High Quality Monocular Depth Estimation via Transfer Learning, by Ibraheem Alhashim and Peter Wonka, in 2018.
The results were quite successful, although, very similar to what was achieved in the paper listed above. I was able to achieve an accuracy of 97%. The results can be seen within the source code directory. However, if you would like to see some more detailed results, please refer to the paper listed above. Enjoy!