catdeform
by akanazawa
A Matlab implementation for the paper: "Learning 3D Deformation of Animals from 2D Images" http://www.umiacs.umd.edu/~kanazawa/papers/cat_eg2016.pdf
AI summary
Deformation model
An implementation of a 3D deformation model from 2D images using machine learning and computer vision
- stars
- 46
- forks
- 13
- watching
- 4
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Image segmentation library
A collection of Matlab code implementing various active contour models for image segmentation.
Deformable 3D renderer
A neural network model for generating images of articulated objects with controlled pose and appearance
Generative Model
This 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.
Human reconstruction
Reconstructs human 3D models from monocular images using a feedback loop to improve pose and shape estimation
Transformer models
An implementation of deep learning transformer models in MATLAB
Neural renderer
An implementation of neural radiance fields in MATLAB for 3D reconstruction and rendering
Math modeling toolkit
MATLAB implementation of mathematical modeling algorithms and applications
Image fitting algorithm
A Matlab implementation of an algorithm for fully automatically fitting a 3D Morphable Model to a single image using landmarks and edge features.
Deformation analyzer
Software for analyzing deformations in 2D digital images
3D Pose Estimation
A MATLAB project that uses deep learning and stereo cameras to estimate 3D human pose from image data
3D LLM
Developing a Large Language Model capable of processing 3D representations as inputs
Math Modeling
A repository of notes and resources for learning mathematical modeling using MATLAB.
Segmentation model
A deep learning implementation of an object segmentation algorithm.
YOLO models
A MATLAB implementation of YOLOv3/V4 and Darknet models for object detection and classification.
Deep Learning Model
A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks.
Featured in 1 awesome list
Each link jumps to the spot where the list mentions catdeform.
