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Jingsong Xu's Projects

deepped icon deepped

Convolutional Neural Networks for Pedestrian Detection

deepskeleton icon deepskeleton

Code for CVPR2016 paper "Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs"

deepstream-occupancy-analytics icon deepstream-occupancy-analytics

This is a sample application for counting people entering/leaving in a building using NVIDIA Deepstream SDK, Transfer Learning Toolkit (TLT), and pre-trained models. This application can be used to build real-time occupancy analytics applications for smart buildings, hospitals, retail, etc. The application is based on deepstream-test5 sample application.

deft icon deft

Joint detection and tracking model named DEFT, or ``Detection Embeddings for Tracking." Our approach relies on an appearance-based object matching network jointly-learned with an underlying object detection network. An LSTM is also added to capture motion constraints.

detection-proposals icon detection-proposals

Evaluation of detection performance, recall, and repeatability of detection proposal algorithms

dive-into-dl-pytorch icon dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet代码实现改为PyTorch实现。

dlib icon dlib

A toolkit for making real world machine learning and data analysis applications in C++

doc-ml-ufldl icon doc-ml-ufldl

Unsupervised Feature Learning and Deep Learning Tutorial

drrg icon drrg

Deep relational reasoning graph network for arbitrary shape text detection; Accepted by CVPR 2020 (Oral). http://arxiv.org/abs/2003.07493

dsod icon dsod

DSOD: Learning Deeply Supervised Object Detectors from Scratch. In ICCV 2017.

eco icon eco

Matlab implementation of the ECO tracker.

eda_gnn icon eda_gnn

Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking

edges icon edges

Structured Edge Detection Toolbox

efficientdet icon efficientdet

EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow

efficientdet-1 icon efficientdet-1

(Pretrained weights provided) EfficientDet: Scalable and Efficient Object Detection implementation by Signatrix GmbH

efn icon efn

Ellipse Field Network for Oriented Object Detection in Aerial Images

elm-c-- icon elm-c--

Extreme Learning Machine - C++ library

embedmask icon embedmask

EmbedMask: Embedding Coupling for One-stage Instance Segmentation

evision icon evision

计算机视觉实践和探索/Practice and explorations in computer vision.

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