Popular GitHub Repositories for Mechanical Turk

remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

[CVPR 2017] AMT chat interface code used to collect the Visual Dialog dataset

A neural network layer that enables training of deep neural networks directly from crowdsourced labels (e.g. from Amazon Mechanical Turk) or, more generally, labels from multiple annotators with different biases and levels of expertise.

This project aims to automatically detect surface defects in Hot-Rolled Steel Strips such as rolled-in scale, patches, crazing, pitted surface, inclusion and scratches. A CNN is trained on the NEU Metal Surface Defects Database which contains 1800 grayscale images with 300 samples of each of the six different kinds of surface defects.

A physical chess-playing robot. Image recognition of chess board, AI, and mechanical arm control.

In this study, we propose a novel deep learning model named as the Finite-element-informed neural network (FEI-NN), inspired from finite element method (FEM) for parametric simulation of static problems in structural mechanics.

A chat solution to mechanical 3D modelling with SOLIDWORKS -- 用于AI辅助机械3D建模的SolidWorks插件

Root Cause Analysis in the Industrial Domain using Knowledge Graphs: A Case Study on Power Transformers

[HYU-Mechanical Convergence Engineering] Artifical Intelligence and Deep Learning Lecture Code

Experimental Research and Development in Software and Mechanical Engineering for Artificial Intelligence, Robotics, and Design

Text to CAD using LLMs and BadCAD

NLP and RAG powered academic interview analysis for prospective job seekers. Enter your resume, job description, and simulate an interview at different levels of experience. Get graded with the Likert scale via the Amazon Mechanical Turk method, using Llama-LLM and NLP parsing.

Imagine a world where your mechanical tasks are streamlined and optimized by a knowledgeable and ever-learning assistant. That's the vision behind this LLM project: a powerful mechanical assistant trained on a vast dataset of mechanical data.

NLP and RAG powered academic interview analysis for prospective job seekers. Enter your resume, job description, and simulate an interview at different levels of experience. Get graded with the Likert scale via the Amazon Mechanical Turk method, using Llama-LLM and NLP parsing.

A fast and flexible generator for producing synthetic OCR data tailored to mechanical floor plans. Generates alphanumeric text (with rotations, underlines, and noisy backgrounds) for robust in‐domain OCR finetuning. Scales to millions of samples within hours.

Mechanical systems, machines and tools.

My BTech Final Project