A Tensorflow implementation of Spatial Transformer Networks.
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Jun 2, 2018 - Python
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spatial-transformer-network
Here are 39 public repositories matching this topic...
PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)
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Jul 15, 2021 - Python
🐝Tensorflow Implementation of Spatial Transformer Networks
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Oct 17, 2019 - Python
The source code for paper "Deep Image Spatial Transformation for Person Image Generation"
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Sep 3, 2022 - Jupyter Notebook
MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
machine-learning deep-neural-networks computer-vision deep-learning matlab face convolutional-neural-networks matconvnet vgg-face-matconvnet spatial-transformer-network 3dmm stn dagnn siamese-network basel-face-model 3d-morphable-models
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Apr 15, 2018 - MATLAB
implement CRNN in Keras with Spatial Transformer Network
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May 31, 2019 - Python
Lightweight CRNN for OCR (including handwritten text) with depthwise separable convolutions and spatial transformer module [keras+tf]
ocr lstm spatial-transformer-network handwritten-text-recognition keras-tensorflow stn ctc-loss mobilenet crnn crnn-ocr handwritten-character-recognition
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Jun 12, 2019 - Python
DeepWarp for Facial Expression Manipulation
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Apr 1, 2017 - Lua
Spatial Transformer Networks. Refer to daviddao/spatial-transformer-tensorflow.
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Jun 11, 2018 - Python
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.
deep-learning image-classification self-driving-car image-recognition convolutional-neural-networks spatial-transformer-network
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Sep 2, 2020 - Jupyter Notebook
Large-scale 3D image registration based on spatial transformers and stacked convolutional autoencoders
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Dec 6, 2017 - Python
Diversity in Fashion Recommendation Using Semantic Parsing
computer-vision deep-learning cnn lstm spatial-transformer-network attention-model fashion-recommendation
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Dec 17, 2018 - Python
CRNN(Convolutional Recurrent Neural Network), with optional STN(Spatial Transformer Network), in Tensorflow, multi-gpu supported.
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Aug 31, 2017 - Python
This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.
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May 23, 2022 - Jupyter Notebook
Experiments on cluttered mnist dataset with Tensorflow.
python udacity deep-neural-networks deep-learning tensorflow mnist convolutional-neural-networks spatial-transformer-network nyu
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Feb 3, 2017 - HTML
Spatial Transformer Nets in TensorFlow/ TensorLayer
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Jun 17, 2019 - Python
PyTorch implementation of the descriptor DEAL presented at NeurIPS 2021 "Extracting Deformation-Aware Local Features by Learning to Deform".
pytorch feature-extraction image-retrieval descriptors spatial-transformer-network stn feature-matching deal thin-plate-splines non-rigid-registration neurips thin-plate-spline deformable-object non-rigid-deformation deformable-registration neurips-2021 deformable-tracking
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Jan 12, 2022 - Jupyter Notebook
Code for the paper entitled "Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods".
deep-neural-networks deep-learning artificial-intelligence convolutional-layers convolutional-neural-networks torch7 research-paper spatial-transformer-network traffic-sign-classification gtsrb traffic-sign-recognition gtsrb-dataset
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Oct 18, 2018 - Lua
Pytorch Implementation of Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods
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Sep 26, 2022 - Python
Codebase for "Decoding language spatial relations to 2D spatial arrangements" (Findings of EMNLP 2020).
nlp pytorch spatial-analysis spatial-transformer-network bert-model emnlp2020 2d-spatial-arrangements
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Feb 10, 2023 - Python
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