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Search results for pytorch 2d graphics
2d-graphics
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pytorch
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Face Alignment
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6,551
🔥 2D and 3D Face alignment library build using pytorch
Flops Counter.pytorch
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2,606
Flops counter for convolutional networks in pytorch framework
Medmnist
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903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
Pytorch_wavelets
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538
Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet
Pytorch Medical Segmentation
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536
This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.
Pytorch Normalizing Flows
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486
Normalizing flows in PyTorch. Current intended use is education not production.
Von
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479
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Attn2d
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475
Pervasive Attention: 2D Convolutional Networks for Sequence-to-Sequence Prediction
Multidim Positional Encoding
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429
An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow
Fft Conv Pytorch
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383
Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.
Cspn
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367
Convolutional Spatial Propagation Network
Dynamic Convolution Pytorch
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352
Pytorch!!!Pytorch!!!Pytorch!!! Dynamic Convolution: Attention over Convolution Kernels (CVPR-2020)
Pyscatwave
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272
Fast Scattering Transform with CuPy/PyTorch
Pytorch_fft
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264
PyTorch wrapper for FFTs
Pytorch Wavelet Toolbox
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222
Differentiable fast wavelet transforms in PyTorch with GPU support.
3dmv
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182
[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
3d_pose_baseline_pytorch
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172
A simple baseline for 3d human pose estimation in PyTorch.
Adaptivepose
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168
This is an official implementation of our AAAI2022 paper AdaptivePose and Arxiv paper AdaptivePose++
Elektronn3
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161
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Layoutnetv2
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147
PyTorch implementation of our IJCV paper: "Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods"
Squeeze_and_excitation
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140
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
Hope
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135
Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"
Unet
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126
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
Occlusion_net
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106
Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks
Modelfeast
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96
Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN
3d Boundingbox
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95
PyTorch implementation for 3D Bounding Box Estimation Using Deep Learning and Geometry
Video_classification_pytorch
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88
Video Classification based on PyTorch
Lcd
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84
[AAAI'20] LCD: Learned Cross-Domain Descriptors for 2D-3D Matching
L2hmc Qcd
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60
Application of the L2HMC algorithm to simulations in lattice QCD.
Bert_ocr.pytorch
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51
Unofficial PyTorch implementation of 2D Attentional Irregular Scene Text Recognizer
Deepfluorolabeling Ipcai2020
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39
Code and data for the "annotation" component of the IPCAI 2020 paper: "Automatic Annotation of Hip Anatomy in Fluoroscopy for Robust and Efficient 2D/3D Registration." https://arxiv.org/abs/1911.07042 or https://doi.org/10.1007/s11548-020-02162-7
Positionalencoding2d
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37
A PyTorch implementation of the 1d and 2d Sinusoidal positional encoding/embedding.
Ah Net
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30
The Pytorch implementation of the 3D Anisotropic Hybrid Network described in the paper "3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes"
Mode_collapse
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29
Mode collapse example of GANs in 2D (PyTorch).
Oda Object Detection Tta
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27
ODA is a test-time-augmentation(TTA) tool for 2D object detectors. For use in Kaggle competitions.
Tiler
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26
N-dimensional NumPy array tiling and merging with overlapping, padding and tapering
Deform_conv3d_pytorch_op
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25
An Operation for 3D Deformable Convolution in Pytorch 0.3
Mwcnn
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24
MWCNN implementation based on Pytorch
Cosrec
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21
Code for CosRec: 2D Convolutional Neural Networks for Sequential Recommendation (CIKM-19)
Deepnet For Semantic Labeling Photogrammetry
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19
2D semantic segmentation that assigns labels to multiple object categories on Potsdam dataset 🚀
Gcam
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19
Gcam is an easy to use Pytorch library that makes model predictions more interpretable for humans. It allows the generation of attention maps with multiple methods like Guided Backpropagation, Grad-Cam, Guided Grad-Cam and Grad-Cam++.
Realtime 2d To 3d Faces
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16
Reconstructing real-time 3D faces from 2D images using deep learning.
2d Lstm Seq2seq
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15
PyTorch implementation of a 2D-LSTM Seq2Seq Model for NMT.
3d Bounding Boxes From Monocular Images
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15
A two stage multi-modal loss model along with rigid body transformations to regress 3D bounding boxes
Pytorch_prototyping
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14
Custom pytorch modules with sane default parameters useful for model prototyping. (U-Net, upsampling, downsampling...)
Dsnt Pose2d
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11
2D human pose estimation with DSNT
Kitti 2d Object Detection
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10
The goal of this project is to detect objects from a number of object classes in realistic scenes for the KITTI 2D dataset.
Waymo_2d_tracking
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10
3rd place solution of Waymo open dataset challenge 2D tracking track
Cosmictagger
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10
Cosmic Tagging Network for Neutrino Physics
Pix2face_net
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9
pytorch implementation of "pix2face" network for 3D face estimation from 2D images
E2dhipseg
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7
This contains official implementation for Extended 2D Volumetric Consensus Hippocampus Segmentation
Senet_segmentation
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7
3dmmasstn Pytorch
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6
Unofficial PyTorch implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
Pytorch_bayesian_unet
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5
Migrate to PyTorch. Re-implementation of Bayesian Convolutional Neural Networks (BCNNs)
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