louyanyang Goto Github PK

3d-multi-person-pose

3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks

autodeeplab

Pytorch Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

automl

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

awesome-6d-object

Awesome work on object 6 DoF pose estimation

awesome-architecture-search

A curated list of awesome architecture search resources

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-emdl

Embedded and mobile deep learning research resources

awesome-semantic-segmentation-pytorch

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

background-matting

Background Matting: The World is Your Green Screen

bisenet

mIOU=78.4 on cityscapes. My implementation of paper: BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation

caffe-faster-rcnn-resnet-fpn

captra

[ICCV 2021, Oral] Official PyTorch implementation of CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds

catgrasp

[ICRA 2022] CaTGrasp: Learning Category-Level Task-Relevant Grasping in Clutter from Simulation

ccnet

CCNet: Criss-Cross Attention for Semantic Segmentation (ICCV 2019).

centernet

Object detection, 3D detection, and pose estimation using center point detection:

cgnet

CGNet: A Light-weight Context Guided Network for Semantic Segmentation [arXiv preprint arXiv:1811.08201]

dabnet

Depth-wise Asymmetric Bottleneck for Real-time Semantic Segmentation (BMVC2019)

dasiamrpn

[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

densenet-caffe

DenseNet Caffe Models, converted from https://github.com/liuzhuang13/DenseNet

dualposenet

Code for "DualPoseNet: Category-level 6D Object Pose and Size EstimationUsing Dual Pose Network with Refined Learning of Pose Consistency"

edgenets

This repository contains the source code of our work on designing efficient CNNs for computer vision

efficientdet.pytorch

Implementation EfficientDet: Scalable and Efficient Object Detection in PyTorch

epro-pnp

[CVPR 2022 Oral] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

fba_matting

Official repository for the paper F, B, Alpha Matting

freeanchor

FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)

fusionmatting

Project page for paper A Late Fusion CNN for Digital Matting.

gaussian_yolov3

Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving (ICCV, 2019)

human

Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gaze Tracking, Gesture Recognition

icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018