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Search results for deep learning 2d graphics
2d-graphics
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deep-learning
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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
Medicaldetectiontoolkit
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1,249
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Frustum Pointnets
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974
Frustum PointNets for 3D Object Detection from RGB-D Data
Medmnist
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903
[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
2d And 3d Face Alignment
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693
This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
Gan2shape
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552
Code for GAN2Shape (ICLR2021 oral)
Transformers.jl
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479
Julia Implementation of Transformer models
Multidim Positional Encoding
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429
An implementation of 1D, 2D, and 3D positional encoding in Pytorch and TensorFlow
Lifting From The Deep Release
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391
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
Dl Hpe
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360
Flip
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284
Synthetic Image generation with Flip. Generate thousands of new 2D images from a small batch of objects and backgrounds.
Pyscatwave
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272
Fast Scattering Transform with CuPy/PyTorch
2d Motion Retargeting
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245
PyTorch implementation for our paper Learning Character-Agnostic Motion for Motion Retargeting in 2D, SIGGRAPH 2019
Evoskeleton
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198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
3dmmasstn
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194
MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
Rnn For Human Activity Recognition Using 2d Pose Input
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182
Activity Recognition from 2D pose using an LSTM RNN
3dmv
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182
[ECCV'18] 3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene Segmentation
Image To 3d Bbox
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177
Build a CNN network to predict 3D bounding box of car from 2D image.
Factored3d
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162
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
Squeeze_and_excitation
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140
PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks
Modular Rl
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140
[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"
Hope
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135
Source code of CVPR 2020 paper, "HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation"
Lung Segmentation 2d
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128
Lung fields segmentation on CXR images using convolutional neural networks.
Unet
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126
"pip install unet": PyTorch Implementation of 1D, 2D and 3D U-Net architecture.
Face Alignment Training
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112
Training code for the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
Classification_models_3d
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109
Set of models for classifcation of 3D volumes
Znn Release
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92
Multi-core CPU implementation of deep learning for 2D and 3D sliding window convolutional networks (ConvNets).
Video_classification_pytorch
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88
Video Classification based on PyTorch
Video2bvh
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88
Extracts human motion in video and save it as bvh mocap file.
Istn
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86
Image-and-Spatial Transformer Networks
Deepfly3d
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80
Motion capture (markerless 3D pose estimation) pipeline and helper GUI for tethered Drosophila.
L2hmc Qcd
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60
Application of the L2HMC algorithm to simulations in lattice QCD.
Graph_2d_cnn
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59
Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'
Segcaps
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53
A Clone version from Original SegCaps source code with enhancements on MS COCO dataset.
Deep
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45
Queue and execute actions in sequence (add Z axis to 2D graphics frameworks)
Neuraltexture
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45
Learning a Neural 3D Texture Space from 2D Exemplars [CVPR 2020]
2d And 3d Deep Autoencoder
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34
Convolutional AutoEncoder application on MRI images
Unet Lits 2d Pipeline
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30
Liver Lesion Segmentation with 2D Unets
Cpce 3d
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27
Low-dose CT via Transfer Learning from a 2D Trained Network, In IEEE TMI 2018
Mwcnn
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24
MWCNN implementation based on Pytorch
Dmhs
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23
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing (CVPR 2017)
Rnn2d
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23
CPU and GPU implementations of some 2D RNN layers
Labelme
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21
A image annotation software for 2D or 3D images
Cosrec
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21
Code for CosRec: 2D Convolutional Neural Networks for Sequential Recommendation (CIKM-19)
Shape Recognition
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20
Neural Network to detect 2D shapes
Activeragdollcontrollers
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20
Research into controllers for 2d and 3d Active Ragdolls (using MujocoUnity+ml_agents)
Deepdiscovery
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19
Deep Learning tools for medical image and biomarker analysis
Video2bvh
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19
Extracts human motion in video and save it as bvh mocap file.
Monocular Vehicle Localization
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18
Estimating the orientation and the relative dimensions of vehicles by producing a 3d bounding frame
Ecg_deep
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17
CVD Detection by Deep ECG Learning with MIT-BIH dataset
Realtime 2d To 3d Faces
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16
Reconstructing real-time 3D faces from 2D images using deep learning.
Brain Tumor Segmentation
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16
Attention-Guided Version of 2D UNet for Automatic Brain Tumor Segmentation
Deepdesign2019
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14
Welcome to the code repository for ARCH 660/662, the Deep Design Studio! Please Scroll down to the bottom of the page for how to use the code in this repository
Waymo_2d_tracking
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10
3rd place solution of Waymo open dataset challenge 2D tracking track
Xy_universe
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10
A 2D Particle Survival Environment for Deep Reinforcement Learning
Componet
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10
CompoNET: geometric deep learning approach in architecture. From a single-image generates a building with all its components
Conve
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9
Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.
Ocl Convolution
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8
OpenCL-accelerated 2D convolutions
Seismic Facies Identification
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8
This repo is based on the Shubhamai solutions of AICrowd Facies Identification Challenge in which we need to create a ML/DL Model to do pixel classification by taking 3D images.
Empanada Napari
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8
Panoptic segmentation algorithms for 2D and 3D electron microscopy in napari
Maxwellfdfd Ai
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7
Simulation acceleration for the transmittance of electromagnetic waves in 2D slit arrays using deep learning
Theiaengine
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7
All in one API to serve all Vision AI task
3dmmasstn Pytorch
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6
Unofficial PyTorch implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)
Nanomaterial_deeplearning
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5
Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab
Chemception
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5
CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules
Audio Dnn Classification
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5
Deep Neural Networks for audio classification
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