Industrial-Machinery-Anomaly-Detection

Anomaly detector

Automatically detects anomalies in industrial machinery vibration data using deep learning and autoencoder techniques

Extract features and detect anomalies in industrial machinery vibration data using a biLSTM autoencoder

GitHub

47 stars
4 watching
18 forks
Language: MATLAB
last commit: almost 5 years ago
Linked from 1 awesome list

autoencoderbilstmdeep-learningexamplelstmmatlabmatlab-deep-learning

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
matlab-deep-learning/seven-segment-digit-recognitionAutomates digit recognition in images of seven segment displays7
matlab-deep-learning/pretrained-efficientdet-d0Provides pre-trained and customizable object detection capabilities using an efficient neural network architecture15
technica-corporation/microbit-mlAn IoT device detects anomalies in tri-axial accelerometer data to prevent equipment failure and damage8
bharath272/sds_eccv2014A Matlab implementation of simultaneous object detection and segmentation using deep learning techniques.96
matlab-deep-learning/pretrained-resa-network-for-road-boundary-detectionA MATLAB implementation of a deep learning-based road boundary detection system using a pre-trained RESA model.3
matlab-deep-learning/pretrained-yolov8-network-for-object-detectionPretrained YOLO object detection networks for real-time performance with good detection quality in MATLAB30
mirsking/deep_learning_for_detectin_robotic_graspsResearch code for detecting robotic grasps using deep learning algorithms42
matlab-deep-learning/abnormal-eeg-signal-classification-using-cnnsDevelops and trains a deep neural network to classify EEG signals as normal or abnormal50
matlab-deep-learning/pretrained-yolov9-network-for-object-detectionProvides pre-trained YOLO object detection networks in MATLAB for real-time performance with good detection quality.6
matlab-deep-learning/pretrained-spatial-cnnAn implementation of a deep learning-based lane detection model in MATLAB using a pre-trained Spatial-CNN architecture.24
matlab-deep-learning/lidar-object-detection-using-complex-yolov4Provides pre-trained deep learning models for object detection in point clouds using complex YOLOv4 architecture22
matlab-deep-learning/pretrained-yolo-v4Pretrained deep learning object detection model for image analysis in MATLAB50
matlab-deep-learning/convmixer-patches-are-all-you-needDemonstrates how to implement and train a ConvMixer architecture for image classification in MATLAB6
apress/matlab-machine-learningSource code accompanying a textbook on machine learning in MATLAB84
chenjoya/vehicle_detection_recognitionA Matlab project for vehicle detection and recognition using deep learning techniques.202