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dignest_ai_workshop_hfu

This repository contains datasets and colab links to be used in Workshop organized by HFU-IDACUS for Dignest Project 2023 Winter Semster

drawing-and-analysis-of-bounding-boxes-for-object-detection-with-anchor-based-models-

A repository for open-sourcing the datasets used in the paper "Drawing and analysis of bounding boxes for object detection with the anchor-based model" accepted in SCIA2023

fiftyone-yolov5-tutorial

A repo containing the starting code/dataset (from roboflow.ai) for visualizing the YOLOv5 pred and ground truth together in Voxel-51 + Re-Labeling with Labelbox

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

pattern-identification-for-receiver-validation

predictive_maintenance_using_machine-learning_microsoft_casestudy

Predictive_Maintenance_using_Machine-Learning_Microsoft_Casestudy

pytorch-101-tutorial-series

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

pytorch-transformer-for-rul-prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

yolo-heatmaps

A utility for generating heatmaps of YOLOv5 using Layerwise Relevance Propagation (LRP/CRP).