Stars
NeRF-SLAM: Real-Time Dense Monocular SLAM with Neural Radiance Fields. https://arxiv.org/abs/2210.13641 + Sigma-Fusion: Probabilistic Volumetric Fusion for Dense Monocular SLAM https://arxiv.org/ab…
[TPAMI'23] Unifying Flow, Stereo and Depth Estimation
Metric depth estimation from a single image
PytorchAutoDrive: Segmentation models (ERFNet, ENet, DeepLab, FCN...) and Lane detection models (SCNN, RESA, LSTR, LaneATT, BézierLaneNet...) based on PyTorch with fast training, visualization, ben…
Binarized Neural Network (BNN) for pytorch
Superpoint Implemented in PyTorch: https://arxiv.org/abs/1712.07629
From Coarse to Fine: Robust Hierarchical Localization at Large Scale with HF-Net (https://arxiv.org/abs/1812.03506)
Hardnet descriptor model - "Working hard to know your neighbor's margins: Local descriptor learning loss"
deep learning for image processing including classification and object-detection etc.
A paper summary of image inpainting
Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral
An official implementation of "Learning Memory-guided Normality for Anomaly Detection" (CVPR 2020) in PyTorch.
Kaggle Segmentation Challenge
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
A Tensorflow implementation of "Segmentation-Based Deep-Learning Approach for Surface-Defect Detection"
Code of kaggle semantic segmentation competition: Steel Defect Detection.
Papers for Video Anomaly Detection, released codes collection, Performance Comparision.
😎 Awesome lists about all kinds of interesting topics
Source codes of "CentripetalNet: Pursuing High-quality Keypoint Pairs for Object Detection"
A higher performance PyTorch implementation of Single-Shot Refinement Neural Network for Object Detection
PyTorch implementation for MatrixNet object detection architecture.
This is an official implementation of our CVPR 2020 paper "HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation" (https://arxiv.org/abs/1908.10357)
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
Cross Stage Partial Networks
Official implementation of Character Region Awareness for Text Detection (CRAFT)