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lscp

Supplementary material for SDM 19 paper "LSCP: Locally Selective Combination in Parallel Outlier Ensembles"

map-based-visual-localization

A general framework for map-based visual localization. It contains 1) Map Generation which support traditional features or deeplearning features. 2) Hierarchical-Localizationvisual in visual(points or line) map. 3)Fusion framework with IMU, wheel odom and GPS sensors.

midas

Anomaly Detection on Dynamic (time-evolving) Graphs in Real-time and Streaming manner. Detecting intrusions (DoS and DDoS attacks), frauds, fake rating anomalies.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

mmdetection

OpenMMLab Detection Toolbox and Benchmark

model_server

A scalable inference server for models optimized with OpenVINO™

modeltime.ensemble

Time Series Ensemble Forecasting

online-realtime-action-recognition-based-on-openpose

A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for safety surveilence.

openmmd

OpenMMD is an OpenPose-based application that can convert real-person videos to the motion files (.vmd) which directly implement the 3D model (e.g. Miku, Anmicius) animated movies.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

openpose-rebuilt-python

Rebuilting the CMU-OpenPose pose estimatior using Python with OpenCV and Tensorflow.

openpose_train

Training repository for OpenPose

openvino-driver-behaviour

openvino-for-smartcity

openvino-yolov3

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

openvino_training_extensions

Trainable models and NN optimization tools

outlier-exposure

Deep Anomaly Detection with Outlier Exposure (ICLR 2019)

pyhttpd

httpd designed by python

pyod

A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)

pyodds

An End-to-end Outlier Detection System

pytorch-everybodydancenow

Implementation of Everybody Dance Now by pytorch

pytorch-forecasting

Time series forecasting with PyTorch

pytorch-openpose

pytorch implementation of openpose including Hand and Body Pose Estimation.

pytracking

Multi-Object Tracking by Detection

pytsda-tdengine

An End-to-end time series data analysis system with TDengine

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

realtime-action-recognition

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

record_images_from_usbcam

Run one script and press 's'/'d' to save your laptop's camera images to disk. Two versions: (1) Python, and (2) ROS node.

relativty

An open source VR headset with SteamVR supports for $200