All Categories → No Category → depth-prediction

Top 8 depth-prediction open source projects

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

✭ 1,661

Jupyter Notebook python deep-learning unsupervised-learning visual-odometry depth-prediction self-supervised-learning

adareg-monodispnet

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)

✭ 22

python computer-vision adaptive-learning unsupervised-learning cvpr 3d-reconstruction 3d-vision depth-prediction self-supervised-learning single-image-depth-prediction

FisheyeDistanceNet

FisheyeDistanceNet

✭ 33

self-driving-car depth fisheye depth-estimation fisheye-lens-distortion depth-prediction monocular-depth self-supervised-learning monocular-depth-estimation fisheye-dataset fisheye-image icra2020

The code and data of DiverseDepth

✭ 150

python shell dataset depth-estimation depth-prediction single-image-depth-prediction monocular-depth-estimation generalization-on-diverse-scenes

MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning

✭ 49

Jupyter Notebook python pytorch multi-view-stereo 3d-reconstruction depth-prediction pytorch-lightning mvsnet

temporal-depth-segmentation

Source code (train/test) accompanying the paper entitled "Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach" in CVPR 2019 (https://arxiv.org/abs/1903.10764).

✭ 20

python shell semantic-segmentation multi-task-learning depth-prediction skip-connections monocular-depth-estimation temporal-convolutional-network

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

✭ 162

python shell depth-estimation depth-prediction multitask-learning self-supervision monocular-depth-estimation sgdepth depth-from-single-images

DepthPrediction-CoreML

The example of running Depth Prediction using Core ML

✭ 118

swift Metal depth-prediction coreml fcrn-depthprediction

1-8 of 8 depth-prediction projects