depth-prediction

There are 26 repositories under depth-prediction topic.

tinghuiz / SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry
Language:Jupyter Notebook 1954
irolaina / FCRN-DepthPrediction
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
tensorflow matconvnet depth-maps depth-prediction convolutional-residual-networks
Language:Python 1110
aim-uofa / AdelaiDepth
This repo contains the projects: 'Virtual Normal', 'DiverseDepth', and '3D Scene Shape'. They aim to solve the monocular depth estimation, 3D scene reconstruction from single image problems.
3d-scene-shape depth-prediction
Language:Python 1051
natowi / 3D-Reconstruction-with-Deep-Learning-Methods
List of projects for 3d reconstruction
3d-reconstruction deep-learning deep-neural-networks depth-estimation depth-prediction list
899
fangchangma / self-supervised-depth-completion
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
depth-estimation depth-completion depth-prediction lidar deep-learning pytorch computer-vision self-supervised-learning kitti-dataset
Language:Python 621
anuragranj / cc
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
adversarial adversarial-collaboration camera-pose deep-learning depth-prediction motion-segmentation optical-flow unsupervised-learning
Language:Python 511
wvangansbeke / Sparse-Depth-Completion
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI) [MVA 2019]
computer-vision deep-learning depth-completion depth-prediction kitti lidar noisy-data pytorch sensor-fusion
Language:Python 473
YvanYin / VNL_Monocular_Depth_Prediction
Monocular Depth Prediction
depth-prediction monocular-depth-estimation single-image-depth-prediction
Language:Python 461
fangchangma / sparse-to-dense.pytorch
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
depth-prediction depth-estimation depth-image slam pytorch sparse-depth-samples deep-learning depth-completion
Language:Python 446
fangchangma / sparse-to-dense
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
depth-estimation deep-learning computer-vision mapping depth-prediction depth-image torch depth-completion
Language:Lua 406
JunjH / Revisiting_Single_Depth_Estimation
official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"
single-depth-estimation gradient-domain depth-prediction high-resolution-prediction accurate-boundaries pytorch depth nyu2
Language:Python 377
haofengac / MonoDepth-FPN-PyTorch
Single Image Depth Estimation with Feature Pyramid Network
depth-map depth-estimation kitti-dataset nyu-depth feature-pyramid-network depth-prediction monocular-depth pytorch
Language:Jupyter Notebook 326
dontLoveBugs / DORN_pytorch
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
pytorch depth-prediction dorn ordinal-regression
Language:Python 298
kwea123 / CasMVSNet_pl
Cascade Cost Volume for High-Resolution Multi-View Stereo and Stereo Matching using pytorch-lightning
mvsnet cascade-cost-volume pytorch-lightning pytorch depth-prediction multi-view-stereo 3d-reconstruction dtu-dataset tanks-and-temples blendedmvs
Language:Jupyter Notebook 271
Brummi / BehindTheScenes
Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)
3d-reconstruction depth-estimation depth-prediction kitti kitti-360 kitti-dataset nerf self-supervised self-supervised-learning cvpr cvpr2023
Language:Python 244
YvanYin / DiverseDepth
The code and data of DiverseDepth
monocular-depth-estimation generalization-on-diverse-scenes single-image-depth-prediction depth-estimation depth-prediction dataset
Language:Python 220
ardaduz / deep-video-mvs
Code for "DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion" (CVPR 2021)
computer-vision deep-learning depth-prediction multi-view-stereo cost-volume depth-estimation plane-sweep
Language:Python 217
ifnspaml / SGDepth
[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance
depth-estimation depth-prediction multitask-learning sgdepth self-supervision monocular-depth-estimation depth-from-single-images
Language:Python 200
DepthFlow
BrokenSource / DepthFlow
🌊 Image to → 2.5D Parallax Effect Video. A Free and Open Source ImmersityAI alternative
depth-prediction image-to-video monocular-depth monocular-depth-estimation parallax image-parallax parallax-effect depth-map depthy computer-vision depth-maps shadertoy leiapix immersity immersityai
Language:Python 180
lyndonzheng / Synthetic2Realistic
[ECCV 2018]: T2Net: Synthetic-to-Realistic Translation for Depth Estimation Tasks
depth-prediction gan image-to-image-translation
Language:Python 180
tucan9389 / DepthPrediction-CoreML
The example of running Depth Prediction using Core ML
coreml depth-prediction fcrn-depthprediction swift
Language:Swift 134
yu-li / TCMonoDepth
Enforcing Temporal Consistency in Video Depth Estimation, ICCV-W 2021.
monodepth depth-estimation depth-prediction
Language:Python 82
guangmingw / DOPlearning
Code for T-ITS paper "Unsupervised Learning of Depth, Optical Flow and Pose with Occlusion from 3D Geometry" and for ICRA paper "Unsupervised Learning of Monocular Depth and Ego-Motion Using Multiple Masks".
deep-learning self-supervised-learning unsupervised-learning depth-prediction visual-odometry optical-flow
Language:Python 81
syinari0123 / tridepth
TriDepth: Triangular Patch-based Deep Depth Prediction [Kaneko+, ICCVW2019(oral)]
mesh depth-map cnn depth-prediction rgbd
Language:Python 77
kwea123 / MVSNet_pl
MVSNet: Depth Inference for Unstructured Multi-view Stereo using pytorch-lightning
3d-reconstruction depth-prediction multi-view-stereo mvsnet pytorch pytorch-lightning
Language:Jupyter Notebook 67
simonmeister / pytorch-mono-depth
Monocular depth prediction with PyTorch
monocular-depth depth-prediction pytorch convolutional-residual-networks nyu-depth-v2 resnet densenet
Language:Python 59
fabiotosi92 / Diffusion4RobustDepth
[ECCV 2024] Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions
conditional-diffusion depth-prediction diffusion-models image-generation-ai image-synthesis monocular-depth monocular-depth-estimation single-image-depth-prediction depth-esimation
55
ilharp / depth-estimate-gui
Depth Estimate GUI - Windows, Mac, Linux
single-image-depth-prediction depth-prediction midas monodepth
Language:C# 52
kwea123 / BlendedMVS_scenes
Quick lookup for BlendedMVS scenes
blendedmvs 3d-reconstruction multi-view-stereo depth-prediction
Language:Python 51
p-ranav / merged_depth
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
depth-prediction neural-networks pytorch python3 torch torchvision image-processing prediction average mit-license open-source academic depth-estimation camera youtube images average-calculator machine-learning deep-learning
Language:Python 47
com.doji.midas
julienkay / com.doji.midas
Monocular Depth Estimation with Unity Sentis
ai depth-estimation depth-prediction midas monocular-depth-estimation onnx sentis unity unity-sentis
Language:C# 45
rvarun7777 / FisheyeDistanceNet
FisheyeDistanceNet
depth-estimation depth monocular-depth-estimation monocular-depth depth-prediction icra2020 fisheye-dataset fisheye-lens-distortion fisheye fisheye-image self-driving-car self-supervised-learning
43
yan99033 / MiDaS-cpp
PyTorch C++ implementation for single-image relative depth estimation (MiDaS)
boost depth-prediction pytorch cpp
Language:C++ 39
rifqiharrys / sdb_gui
Python based GUI for Satellite Derived Bathymetry processing
bathymetry depth depth-prediction gui machine-learning python python3 satellite satellite-derived-bathymetry scikit-learn sdb sdb-gui
Language:Jupyter Notebook 36
AIVFI / Monocular-Depth-Estimation-Rankings-and-2D-to-3D-Video-Conversion-Rankings
Rankings include: BetterDepth Depth Anything DPT FutureDepth GBDMF GenPercept GeoWizard LeReS LightedDepth LFVRT Marigold Metric3D MiDaS NeWCRFs PatchFusion UniDepth ZoeDepth
computer-vision deep-learning tensorrt vapoursynth video-processing 3d light-field depth depth-estimation monocular-depth-estimation depth-prediction machine-learning lightfield stereo stereo-vision depth-anything monocular-depth single-image-depth-prediction depth-map depth-maps
34
edepth
ehsanasgharzde / edepth
edepth is an open-source, trainable CNN-based model for depth estimation from single images, videos, and live camera feeds.
cnn-architecture cnn-model cnn-pytorch computer-vision depth-estimation depth-map depth-prediction machine-learning pytorch torch torchvision edepth open-source trianable
Language:Python 34

depth-prediction

tinghuiz / SfMLearner

irolaina / FCRN-DepthPrediction

aim-uofa / AdelaiDepth

natowi / 3D-Reconstruction-with-Deep-Learning-Methods

fangchangma / self-supervised-depth-completion

anuragranj / cc

wvangansbeke / Sparse-Depth-Completion

YvanYin / VNL_Monocular_Depth_Prediction

fangchangma / sparse-to-dense.pytorch

fangchangma / sparse-to-dense

JunjH / Revisiting_Single_Depth_Estimation

haofengac / MonoDepth-FPN-PyTorch

dontLoveBugs / DORN_pytorch

kwea123 / CasMVSNet_pl

Brummi / BehindTheScenes

YvanYin / DiverseDepth

ardaduz / deep-video-mvs

ifnspaml / SGDepth

BrokenSource / DepthFlow

lyndonzheng / Synthetic2Realistic

tucan9389 / DepthPrediction-CoreML

yu-li / TCMonoDepth

guangmingw / DOPlearning

syinari0123 / tridepth

kwea123 / MVSNet_pl

simonmeister / pytorch-mono-depth

fabiotosi92 / Diffusion4RobustDepth

ilharp / depth-estimate-gui

kwea123 / BlendedMVS_scenes

p-ranav / merged_depth

julienkay / com.doji.midas

rvarun7777 / FisheyeDistanceNet

yan99033 / MiDaS-cpp

rifqiharrys / sdb_gui

AIVFI / Monocular-Depth-Estimation-Rankings-and-2D-to-3D-Video-Conversion-Rankings

ehsanasgharzde / edepth