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The Top 13 Depth Prediction Open Source Projects
TopicΒ >Β
Depth Prediction
Sfmlearner
β
1,429
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
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Fcrn Depthprediction
β
916
Deeper Depth Prediction with Fully Convolutional Residual Networks (FCRN)
Self Supervised Depth Completion
β
372
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
Sparse To Dense
β
316
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (Torch Implementation)
Cc
β
315
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Sparse To Dense.pytorch
β
313
ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)
Monodepth Fpn Pytorch
β
259
Single Image Depth Estimation with Feature Pyramid Network
Revisiting_single_depth_estimation
β
244
official implementation of "Revisiting Single Image Depth Estimation: Toward Higher Resolution Maps with Accurate Object Boundaries"
Vnl_monocular_depth_prediction
β
231
Monocular Depth Prediction
Sparse Depth Completion
β
217
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. Ranked 1st place on KITTI. (MVA 2019 Conference)
Dorn_pytorch
β
194
PyTorch implementation of Deep Ordinal Regression Network for Monocular Depth Estimation
Synthetic2realistic
β
159
ECCV 2018 "T2Net: Synthetic-to-Realistic Translation for Depth Estimation Tasks"
3d Reconstruction With Neural Network
β
154
List of projects for 3d reconstruction
1-13 of 13 projects