204 Open source projects that are alternatives of or similar to Depth_estimation

official implementation of "Visualization of Convolutional Neural Networks for Monocular Depth Estimation"

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

Depth estimation from RGB images using fully convolutional neural networks.

FisheyeDistanceNet

A collection of deep learning models (PyTorch implemtation)

The code and data of DiverseDepth

[ECCV 2020] Single image depth prediction allows us to rectify planar surfaces in images and extract view-invariant local features for better feature matching

[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Smart India Hackathon 2019 project given by the Department of Atomic Energy

LightNet: Light-weight Networks for Semantic Image Segmentation (Cityscapes and Mapillary Vistas Dataset)

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures

Probabilistic depth fusion based on Optimal Mixture of Gaussians for depth cameras

caffe based mobilenet v2 deploy

Code for: "Learning To Adapt For Stereo" accepted at CVPR2019

Geometry meets semantics for semi-supervised monocular depth estimation - ACCV 2018

Official PyTorch implementation of MonoDEVSNet - "Monocular Depth Estimation through Virtual-world Supervision and Real-world SfM Self-Supervision."

A PyTorch collection of semantic segmentation tools.

EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax

No description or website provided.

Pytorch implementation of UNet for converting aerial satellite images into google maps kinda images.

Automatic icon colorization using deep convolutional neural networks. "Towards Icon Design Using Machine Learning." In Stanford CS229, Fall 2017.

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence, CVPR 2019

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

Multi-view stereo image-based 3D reconstruction

Open solution to the Airbus Ship Detection Challenge

Pytorch Lightning Implementation of SC-Depth (V1, V2...) for Unsupervised Monocular Depth Estimation.

Video prediction using lstm and unet

Support Yolov5(4.0)/Yolov5(5.0)/YoloR/YoloX/Yolov4/Yolov3/CenterNet/CenterFace/RetinaFace/Classify/Unet. use darknet/libtorch/pytorch/mxnet to onnx to tensorrt

Pytorch framework for supervised depth prediction

Tensorflow 2 Faster-RCNN implementation from scratch supporting to the batch processing with MobileNetV2 and VGG16 backbones

DIODE Development Toolkit

Redesigning the Pix2Pix model for small datasets with fewer parameters and different PatchGAN architecture

No description or website provided.

Computer vision library for wildfire detection

[CVPR 2020] Normal Assisted Stereo Depth Estimation

Unofficial Faster PyTorch implementation of Convolutional Spatial Propagation Network

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).

MMDモーショントレース自動化一括処理バッチ

Refocus an image just by clicking on it with no additional data

The U-Net Segmentation server (caffe_unet) for Docker

Combining Faster R-CNN and U-net for efficient medical image segmentation

Brainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.

Cell Detection with PyTorch.

Implemenation of UNets for Lung Segmentation

Matlab Implementation of a 3D Reconstruction algorithm

Dual CNN Models for Unsupervised Monocular Depth Estimation

Inspired from Mask R-CNN to build a multi-task learning, two-branch architecture: one branch based on YOLOv2 for object detection, the other branch for instance segmentation. Simply tested on Rice and Shapes. MobileNet supported.

Low Light Image Enhancement

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

Light-weight Single Person Pose Estimator

Urban change model designed to identify changes across 2 timestamps

Collection of different Unet Variant suchas VggUnet, ResUnet, DenseUnet, Unet. AttUnet, MobileNetUnet, NestedUNet, R2AttUNet, R2UNet, SEUnet, scSEUnet, Unet_Xception_ResNetBlock

Self-Supervised Depth Estimation on Monocular Sequences

DSGN: Deep Stereo Geometry Network for 3D Object Detection (CVPR 2020)

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

Task-Aware Monocular Depth Estimation for 3D Object Detection, AAAI2020

yolo3 implement by tensorflow， including mobilenet_v1, mobilenet_v2

core code for High-Capacity Convolutional Video Steganography with Temporal Residual Modeling

Image registration using pytorch