Due:
20 May, 23:59
Submission:
To: mtoyoura@yamanashi.ac.jp
Subject: VIP Assignment 2 StudentID Family First (ex. VIP Assignment 2 241050360 Chun Li)
Task:
1.Install and set-up a deep monocular depth estimation code.
2.Take an image which depth is difficult to be estimated.
Show (15pt) and discuss (7pt) the resulting image for the captured image.
Describe why do you think the depth of image is difficult to be estimated. (8pt)
Submit the code (.ipynb) with resulting images and discussions above in it.
Reference:
AdaBins: Depth Estimation using Adaptive Bins
https://github.com/shariqfarooq123/AdaBins?tab=readme-ov-file
NYU-Depth-v2 official test set and KITTI Eigen split test set: 01, 02
Paper: https://arxiv.org/abs/2011.14141
High Quality Monocular Depth Estimation via Transfer Learning
https://github.com/ialhashim/DenseDepth (Pre-trained model is missing, searching for it)
Pre-trained models: 01, 02 from here