Radar-to-Lidar: Heterogeneous Place Recognition via Joint Learning
This page is the implementation of a pre-print, implemented by PyTorch.
A deeply supervised image fusion network for change detection
A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images
State-of-the-art Deep Learning for Time Series and Sequence Modeling
State-of-the-art Deep Learning for Time Series and Sequence Modeling. tsai is currently under active development by timeseriesAI.
A python implementation of Deep-Image-Analogy based on pytorch
This project is a python implementation of Deep Image Analogy.
An implementation of Deepmind visual interaction networks in Pytorch
An implementation of Deepmind visual interaction networks in Pytorch.
Minimal PyTorch implementation of Generative Latent Optimization
Minimal PyTorch implementation of Generative Latent Optimization
CAT-Net: Learning Canonical Appearance Transformations
Code to accompany our paper "How to Train a CAT: Learning Canonical Appearance Transformations for Direct Visual Localization Under Illumination Change".
Deep Recursive Residual Network for Super Resolution
This is an unofficial implementation of "Deep Recursive Residual Network for Super Resolution (DRRN)", CVPR 2017 in Pytorch.
Deep Learning for Physical Processes: Integrating Prior Scientific Knowledge
Deep Learning for Physical Processes: Integrating Prior Scientific Knowledge
Noisy Natural Gradient as Variational Inference in python
PyTorch implementation of Noisy Natural Gradient as Variational Inference.
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
A Faster Pytorch Implementation of Faster R-CNN
A Faster Pytorch Implementation of Faster R-CNN
An implementation of RetinaNet in PyTorch
An implementation of RetinaNet in PyTorch.
Synthesizing and manipulating 2048x1024 images with conditional GANs
Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic image-to-image translation.
Evolution of Optical Flow Estimation with Deep Networks
Pytorch implementation of FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks.
Fader Networks: Manipulating Images by Sliding Attributes
Fader Networks can generate different realistic versions of images by modifying attributes such as gender or age group.
An accurate and easy to use head pose estimation network
Deep Learning Head Pose Estimation using PyTorch.
Dynamic Routing Between Capsules PyTorch implementation
PyTorch implementation of NIPS 2017 paper Dynamic Routing Between Capsules
Image Deblurring using Generative Adversarial Networks
Pytorch implementation of the paper DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks.
Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
meProp: Sparsified Back Propagation for Accelerated Deep Learning (ICML 2017)
Implementation of Deep-Forecast using PyTorch
Wind Speed Prediction using LSTMs in PyTorch
Self-supervised Deep LiDAR Odometry for Robotic Applications
DeLORA: Self-supervised Deep LiDAR Odometry for Robotic Applications
PyTorch deep learning projects made easy
PyTorch deep learning projects made easy
Fine-tuning StyleGAN2 for Cartoon Face Generation
Fine-tuning StyleGAN2 for Cartoon Face Generation
Visual understanding of deep learning model
JittorVis: Visual understanding of deep learning model
Learning Articulated Shape Reconstruction from a Monocular Video
Code for "LASR: Learning Articulated Shape Reconstruction from a Monocular Video". CVPR 2021.
3D Human Pose Estimation with Spatial and Temporal Transformers
3D Human Pose Estimation with Spatial and Temporal Transformers
The AugNet Python module contains functions for the fast computation of image similarity
AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation
A Large-Scale Benchmark for General Object Grasping
Baseline model for "GraspNet-1Billion: A Large-Scale Benchmark for General Object Grasping" (CVPR 2020).
TURL: Table Understanding through Representation Learning
This Repo contains code and data for "TURL: Table Understanding through Representation Learning".
Modelling and Implementation of Cable Driven Parallel Manipulator System with Tension Control
Cable Driven Parallel Robots (CDPR) is also known as Cable-Suspended Robots are the emerging and flexible end effector manipulation system.
Kaggle Tweet Sentiment Extraction Competition: 1st place solution
Kaggle Tweet Sentiment Extraction Competition: 1st place solution (Dark of the Moon team)
A deeplearning-based log analysis toolkit for automated anomaly detection
LogDeep is an open source deeplearning-based log analysis toolkit for automated anomaly detection.
Full-Resolution Correspondence Learning for Image Translation
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation
SpanNER: Named EntityRe-/Recognition as Span Prediction
This repository contains the code for our paper SpanNER: Named EntityRe-/Recognition as Span Prediction (ACL 2021).
Hearing What You Cannot See: Acoustic Vehicle Detection Around Corners
Public repository of the paper "Hearing What You Cannot See: Acoustic Vehicle Detection Around Corners" (IEEE Robotics and Automation Letters 2021
Learning Optical Flow from a Few Matches with python
Learning Optical Flow from a Few Matches with python
3D Multi-Object Tracking via Sensor Fusion in python
This repo contains code for our ICRA 2021 paper. Benchmark results can be fully reproduced with minimal work, only need to edit data location variables.
Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation
Aerial Single-View Depth Completion with Image-Guided Uncertainty Estimation (RA-L/ICRA 2020)
Deep Deterministic Uncertainty in python
This repository contains the code for Deterministic Neural Networks with Appropriate Inductive Biases Capture Epistemic and Aleatoric Uncertainty.
Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals
This repository is a Pytorch implementation of the paper "Monocular Depth Estimation Using Laplacian Pyramid-Based Depth Residuals"
Tensorflow implementation of MIRNet for Low-light image enhancement
Tensorflow implementation of the MIRNet architecture as proposed by Learning Enriched Features for Real Image Restoration and Enhancement.
Repository for publicly available deep learning models developed in Rosetta community
This package contains deep learning models and related scripts used by Baker group in CASP14.
Dynamic Token Reduction for Accelerating BERT Inference with python
Source code and dataset for "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference".
WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments
Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments
A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the Wild
Delving into Deep Imbalanced Regression in python
This repository contains the implementation code for paper:Delving into Deep Imbalanced Regression
Large-scale Nonlinear Least Squares on Deep Learning Frameworks using Stochastic Domain Decomposition
DeepLM: Large-scale Nonlinear Least Squares on Deep Learning Frameworks using Stochastic Domain Decomposition (CVPR 2021)
Group Score-Weighted Visual Explanations for Deep Convolutional Networks
This repo is the official implementation of "Group-CAM: Group Score-Weighted Visual Explanations for Deep Convolutional Networks".
Unofficial PyTorch implementation of MaskFlownet
Pytorch implementation of MaskFlownet