spatial-transformer-networks

There are 1 repository under spatial-transformer-networks topic.

Hsankesara / VoxelMorph-PyTorch
An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method
image-registration deformable-image-registration voxel-morph pytorch spatial-transformer-networks ieeetran cvpr2018
Language:Python 112
Bartzi / kiss
Code for the paper "KISS: Keeping it Simple for Scene Text Recognition"
chainer deep-learning paper scene-text-recognition spatial-transformer-networks transformer
Language:Python 109
biomedia-mira / istn
Image-and-Spatial Transformer Networks
deep-learning image-registration medical-imaging spatial-transformer-networks
Language:Python 107
3DMMasSTN-Pytorch
suvojit-0x55aa / 3DMMasSTN-Pytorch
Unofficial PyTorch implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
spatial-transformer-networks 3d-morphable-models face basel-face-model 3d-morphable-face-model stn pytorch pytorch-implementation convolutional-neural-network deep-neural-networks siamese-network vgg-face deep-learning machine-learning computer-vision
Language:Python 26
deepali
BioMedIA / deepali
Image, point set, and surface registration in PyTorch.
image-registration medical-imaging spatial-transformer-networks
Language:Python 23
tajwarabraraleef / Registration-using-CNN-STN-ICSTN
Implementation of STN (Spatial Transformer Network) and ICSTN (Inverse Compositional Spatial Transformer Networks) in Tensorlayer to predict transformation parameters from 2D images.
spatial-transformer-networks regression cervical-cancer brachytherapy
Language:Python 12
sovit-123 / German-Traffic-Sign-Recognition-with-Deep-Learning
Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.
deep-learning convolutional-neural-networks spatial-transformer-networks neural-networks python pytorch image-recognition computer-vision
Language:Jupyter Notebook 7
GaMPEN
aritraghsh09 / GaMPEN
ML framework to estimate Bayesian posteriors of galaxy morphological parameters
astrophysics deep-neural-networks galaxy-morphology pytorch spatial-transformer-networks uncertainty-neural-networks
Language:Jupyter Notebook 6
dabane-ghassan / int-lab-book
Foveated Spatial Transformers
spatial-transformer-networks deep-learning bio-inspired-vision computer-vision machine-learning foveated-spatial-transformer stn convolutional-neural-networks
Language:Jupyter Notebook 6
gboduljak / group-equivariant-cnns-vs-spatial-transformers
This study aims to show that group equivariant CNNs outperform spatial transformers, on tasks which demand rotation invariance, by providing theoretical background and experimental performance comparison with detailed analysis.
geometric-deep-learning group-equivariant-neural-network spatial-transformer-networks
Language:Jupyter Notebook 2
fanisspr / traffic-sign-recognition
My thesis code for Traffic Sign Recognition using 2 different datasets (GTSRB and DFG) and different kinds of models (CNN, STN, ViT).
deep-learning classification cnn gtsrb-dataset machine-learning spatial-transformer-networks traffic-sign-recognition vision-transformer
Language:Jupyter Notebook 1
minar09 / spatial-transformer-networks
Spatial Transformer Networks (STN) implementation in TensorFlow
spatial spatial-transformer-network spatial-transformer-networks stn tensorflow transformer
Language:Python