shapeunity

Image-based 3D modeling

Develops a method to reconstruct 3D wireframe models from a single image using deep learning

Learning to Reconstruct 3D Manhattan Wireframes from a Single Image

GitHub

70 stars
5 watching
12 forks
Language: Python
last commit: about 2 years ago

Related projects:

RepositoryDescriptionStars
hongwenzhang/danet-densepose2smplThis repository provides software tools and pre-trained models for estimating 3D human shape and pose from dense body parts233
wenchao-m/how-3dPerforms 3D wireframe perception from a single image37
fuy34/planerecoverRecovering 3D planes from images using machine learning96
hongwenzhang/pymafReconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation600
zhengpeng7/birefnetAn open-source implementation of an image segmentation model that combines background removal and object detection capabilities.1,484
liangliangnan/polyfitSoftware for reconstructing polygonal surfaces from point clouds using linear integer programming.725
yunishi3/3d-fcr-alphaganThis project aims to develop a generative model for 3D multi-object scenes using a novel network architecture inspired by auto-encoding and generative adversarial networks.103
lironui/banetAn implementation of a deep learning model for semantic segmentation of high-resolution urban scene images.13
snavely/bundler_sfmA software toolkit for reconstructing 3D scenes from unordered image collections using structure-from-motion techniques1,549
wuhaozhe/style_avatarGenerates stylized talking faces and videos using deep learning models278
imlab-uiip/keras-segnetAn implementation of a deep learning architecture for image segmentation using the Keras framework.185
atiyo/deep_image_priorReconstructs images using untrained neural networks to manipulate and transform existing images216
henyau/image-segmentation-with-unetAutomated image segmentation of road and vehicle features from video data using the U-Net algorithm15
ashafaei/ubc3vA Matlab toolkit for training and evaluating depth-based pose estimation techniques45
ethanhe42/u-netA convolutional neural network architecture for biomedical image segmentation430