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Self-supervised stereo matching based on perceptual loss and cropping trick

acfnet

This is an implementation for our paper "Adaptive Unimodal Cost Volume Filtering for Deep Stereo Matching"

activestereonet

Customized Implementation of ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems

anynet

Anytime Stereo Image Depth Estimation on Mobile Devices (ICRA 2019)

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

archived-two-frame-stereo-correspondence

ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (ICCV 2019).

ccnn-tensorflow

Learning from scratch a confidence measure

cmanet

A high-resolution and high-accuracy monocular network

cnn-for-image-retrieval

:sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet"

cspn

Convolutional Spatial Propagation Network

cvpr2019_pyramid-feature-attention-network-for-saliency-detection

code and model of Pyramid Feature Selective Network for Saliency detection

dafstereonets

Domain-invariant Matching Space Stereo Networks (MS-Nets)

danet

Dual Attention Network for Scene Segmentation (CVPR2019)

dbow3

Improved version of DBow2

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-models

Keras code and weights files for popular deep learning models.

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeppruner

DeepPruner: Learning Efficient Stereo Matching via Differentiable PatchMatch (ICCV 2019)

depth-estimation

depthmap_dataset

Python Blender script to generate random scene, depth map and corresponding Stereo images for machine learning.

dispflownet-tf

Tensorflow implementation of https://lmb.informatik.uni-freiburg.de/Publications/2016/MIFDB16 + pretrained weights + implementation of "Unsupervised Adaptation for Deep Stereo" (ICCV 2017)

dispnet_keras

Implementation of DispNet in Keras

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

domaintransformfilter

domain transform filter for opencv

dpt-season-depth

DPT refined on season dataset

dsmnet

Pytorch implementation of the several Deep Stereo Matching Network

efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

fadnet

The implementation of paper "FADNet: A Fast and Accurate Network for Disparity Estimation".

fadnet-1