metadata
license: gpl-3.0
pipeline_tag: depth-estimation
datasets:
- sayakpaul/nyu_depth_v2
LapDepth-release
This repository is a Pytorch implementation of the paper "Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals"
Minsoo Song, Seokjae Lim, and Wonjun Kim*
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Official Repository: LapDepth-release
License: GPL-3.0 license
Usage
from model import LDRN
model = LDRN(max_depth=10.0)
model.load_state_dict(torch.load("lap_depth_nyu.pkl"), strict=False)
model.eval()