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robustlog

Robust Log-Based Anomaly Detection on Unstable Log Data

ros_openvino_toolkit

ros_speech_commands_classification

(1) Press key to record audio; (2) Speak a word to microphone; (3) Finally, see the classification result on GUI and ROS topic.

ros_yolo_as_template_matching

Run 3 scripts to (1) Synthesize images (by putting few template images onto backgrounds), (2) Train YOLOv3, and (3) Detect objects for: one image, images, video, webcam, or ROS topic.

suod

An Acceleration System for Large-scale Outlier Detection (Anomaly Detection)

tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architectures for fast inference.

transfer-learning-lstm-model

At this project, I will use the number of LSTM layers outputs as inputs to my MLP model. At the end model, output generates binary target values.

tsad

time series anomaly detection using rnns for my thesis

tsad-1

Anomaly Detection For Time Series Framework With Web Interface

ugfraud

An Unsupervised Graph-based Toolbox for Fraud Detection

vmz

VMZ: Model Zoo for Video Modeling

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

xgboost-smote-detect-fraud

Can we predict accurately on the skewed data? What are the sampling techniques that can be used. Which models/techniques can be used in this scenario? Find the answers in this code pattern!

xscanner

Full Network Scanner Project (Worker)

yolo_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

yolov3-tf2

YoloV3 Implemented in Tensorflow 2.0