spatial-transformer-network

There are 2 repositories under spatial-transformer-network topic.

kevinzakka / spatial-transformer-network
A Tensorflow implementation of Spatial Transformer Networks.
affine-transformation attention convnet spatial-transformer-network stn tensorflow
Language:Python 997
WarBean / tps_stn_pytorch
PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)
pytorch spatial-transformer-network thin-plate-splines
Language:Python 951
RenYurui / Global-Flow-Local-Attention
The source code for paper "Deep Image Spatial Transformation for Person Image Generation"
cvpr2020 spatial-transformer-network
Language:Jupyter Notebook 568
daviddao / spatial-transformer-tensorflow
🐝Tensorflow Implementation of Spatial Transformer Networks
spatial-transformer-network tensorflow
Language:Python 292
anilbas / 3DMMasSTN
MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
spatial-transformer-network 3d-morphable-models stn basel-face-model matconvnet convolutional-neural-networks deep-neural-networks siamese-network dagnn vgg-face-matconvnet 3dmm matlab deep-learning machine-learning computer-vision face
Language:MATLAB 280
ddtm / deep-smile-warp
DeepWarp for Facial Expression Manipulation
deep-learning spatial-transformer-network warping image-manipulation
Language:Lua 155
gasparian / CRNN-OCR-lite
Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
ocr crnn crnn-ocr keras-tensorflow stn spatial-transformer-network ctc-loss mobilenet handwritten-text-recognition lstm handwritten-character-recognition
Language:Python 149
sbillburg / CRNN-with-STN
implement CRNN in Keras with Spatial Transformer Network
spatial-transformer-network crnn stn dataset ocr text-recognition
Language:Python 100
AlexHex7 / Spatial-Transformer-Networks_pytorch
Spatial Transformer Networks. Refer to daviddao/spatial-transformer-tensorflow.
spatial-transformer-network pytorch stn
Language:Python 93
aarcosg / tsr-torch
Code for the paper entitled "Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods".
gtsrb gtsrb-dataset traffic-sign-classification traffic-sign-recognition torch7 deep-learning deep-neural-networks spatial-transformer-network convolutional-neural-networks convolutional-layers artificial-intelligence research-paper
Language:Lua 40
sayakpaul / Spatial-Transformer-Networks-with-Keras
This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.
spatial-transformer-network tensorflow keras mnist cnn vision affine-transformation
Language:Jupyter Notebook 36
wolfapple / traffic-sign-recognition
Built and trained a deep neural network to classify traffic signs, using PyTorch. The highlights of this solution would be data preprocessing, trained with heavily augmented data and using Spatial Transformer Network.
convolutional-neural-networks deep-learning image-classification image-recognition self-driving-car spatial-transformer-network
Language:Jupyter Notebook 36
zsdonghao / Spatial-Transformer-Nets
Spatial Transformer Nets in TensorFlow/ TensorLayer
tensorlayer tensorflow cnn deep-learning tensorflow-tutorials spatial-transformer-network
Language:Python 36
chengzhang / CRNN
CRNN(Convolutional Recurrent Neural Network), with optional STN(Spatial Transformer Network), in Tensorflow, multi-gpu supported.
crnn multigpu spatial-transformer-network tensorflow
Language:Python 35
verlab / DEAL_NeurIPS_2021
PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".
descriptors non-rigid-deformation deformable-object feature-extraction spatial-transformer-network thin-plate-spline deformable-registration feature-matching non-rigid-registration image-retrieval neurips-2021 neurips stn deal pytorch thin-plate-splines deformable-tracking
Language:Jupyter Notebook 30
sagarverma / FashionRecommendationST-LSTM
Diversity in Fashion Recommendation Using Semantic Parsing
cnn attention-model lstm spatial-transformer-network fashion-recommendation deep-learning computer-vision
Language:Python 22
kvn219 / cluttered-mnist
Experiments on cluttered mnist dataset with Tensorflow.
mnist tensorflow python deep-learning deep-neural-networks convolutional-neural-networks spatial-transformer-network udacity nyu
Language:HTML 20
ppriyank / Deep-neural-network-for-traffic-sign-recognition-systems
Pytorch Implementation of Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods
spatial-transformer-network traffic-sign-classification sota pytorch
Language:Python 16
dantkz / spatial-transformer-tensorflow
Spatial Transformer Networks with Affine, Projective and Elastic Transformations in Tensorflow
spatial-transformer-network tensorflow tensorflow-models
Language:Python 11
gorjanradevski / sr-bert
Codebase for "Decoding language spatial relations to 2D spatial arrangements" (Findings of EMNLP 2020).
2d-spatial-arrangements bert-model emnlp2020 nlp pytorch spatial-analysis spatial-transformer-network
Language:Python 11
bhavanajain / spatial-transformer-networks
Tensorflow models for Spatial Transformer Networks
spatial-transformer-network tensorflow stn mnist
Language:Python 9
ethanwharris / foveated-convolutions
Code for the paper: Foveated Convolutions: Improving Spatial Transformer Networks by Modelling the Retina
deep-learning neurips-2019 spatial-transformer-network svrhm-2019
Language:Python 8
narrowsnap / pytorch_STN
pytorch STN implement for CUB200 dataset
cub200 pytorch spatial-transformer-network stn
Language:Jupyter Notebook 6
jmswaney / autoencoder-registration
Large-scale 3D image registration based on spatial transformers and stacked convolutional autoencoders
autoencoder image-processing image-registration machine-learning spatial-transformer-network
Language:Python 4
BugIITheGreat / MSG-MIR
Code for paper "Vis-IR Images Registration via Multi-scale Generative Adversial Network" Chao X.,Hanlin Z.,Ke Z.
generative-adversarial-network infrared-images multimodal-image-registration spatial-transformer-network
Language:Python 3
HossamMKasem / A-Very-Deep-Spatial-Transformer-Towards-Robust-Single-Image-Super-Resolution
A-Very-Deep-Spatial-Transformer-Towards-Robust-Single-Image-Super-Resolution
super-resolution deep-neural-networks spatial-transformer-network
Language:Lua 3
ileefmans / SCINet
SCINet is a codebase for models that identify persistent facial skin conditions
computer-vision deep-learning spatial-transformer-network pytorch opencv-python autoencoders
Language:Python 2
kaushal-k / Deep-Emotion
Tensorflow Implementation of DeepEmotion for Facial Expression Recognition
cnn convolutional-neural-networks facial-expression-recognition fer fer2013 spatial-transformer-network stn tensorboard tensorflow deep-emotion sota state-of-the-art
Language:Python 2
stanford-traffic-sign / stanford-cs230-traffic-sign
Stanford CS 230 Group Project
deep-learning machine-learning pytorch python cnn autoaugment spatial-transformer-network convolutional-neural-network
Language:Python 2
zhongrj / machine-learning
机器学习
cnn generative-adversarial-network python spatial-transformer-network tensorflow
Language:Python 2
voxelmorph_demo
jerinka / voxelmorph_demo
Demo of deformable registration methods utilizing voxelmorph
deformable-registration deep-registration spatial-transformer-network image-registration
Language:Jupyter Notebook 1
justanhduc / spatial-transformer-network
A Theano implementation of the paper "Spatial Transformer Networks" by Jaderberg et al..
deep-learning deep-neural-networks theano computer-vision spatial-transformer-network
Language:Python 1
gokul-pv / DawnOfTransformers
Implemenation of spatial transformers and explanation for the Vision transformers
attention-mechanism pytorch transformer spatial-transformer-network vision-transformer
Language:Jupyter Notebook 0
manuel-munoz-aguirre / mnist-benchmark
MNIST benchmarks with Spatial Transformer Networks, Vision Transformers and SpinalNets, with model modifications including CoordConv layers.
deep-learning mnist-classification coordconv spatial-transformer-network
Language:Jupyter Notebook 0
ventus550 / spatial-transformer
Keras implementation of the spatial transformer network.
keras machine-learning spatial-transformer-network
Language:Jupyter Notebook 0
ychen921 / Sonar-Image-Registration
Sonar image registration by end to end unspuervised learning
affine-transformation densenet homography-estimation image-registration inceptionv3 spatial-transformer-network
Language:Jupyter Notebook 0

spatial-transformer-network

kevinzakka / spatial-transformer-network

WarBean / tps_stn_pytorch

RenYurui / Global-Flow-Local-Attention

daviddao / spatial-transformer-tensorflow

anilbas / 3DMMasSTN

ddtm / deep-smile-warp

gasparian / CRNN-OCR-lite

sbillburg / CRNN-with-STN

AlexHex7 / Spatial-Transformer-Networks_pytorch

aarcosg / tsr-torch

sayakpaul / Spatial-Transformer-Networks-with-Keras

wolfapple / traffic-sign-recognition

zsdonghao / Spatial-Transformer-Nets

chengzhang / CRNN

verlab / DEAL_NeurIPS_2021

sagarverma / FashionRecommendationST-LSTM

kvn219 / cluttered-mnist

ppriyank / Deep-neural-network-for-traffic-sign-recognition-systems

dantkz / spatial-transformer-tensorflow

gorjanradevski / sr-bert

bhavanajain / spatial-transformer-networks

ethanwharris / foveated-convolutions

narrowsnap / pytorch_STN

jmswaney / autoencoder-registration

BugIITheGreat / MSG-MIR

HossamMKasem / A-Very-Deep-Spatial-Transformer-Towards-Robust-Single-Image-Super-Resolution

ileefmans / SCINet

kaushal-k / Deep-Emotion

stanford-traffic-sign / stanford-cs230-traffic-sign

zhongrj / machine-learning

jerinka / voxelmorph_demo

justanhduc / spatial-transformer-network

gokul-pv / DawnOfTransformers

manuel-munoz-aguirre / mnist-benchmark

ventus550 / spatial-transformer

ychen921 / Sonar-Image-Registration