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model-training

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Robotics-Object-Pose-Estimation

A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.

  • Updated Apr 13, 2022
  • Python

An AI-driven solution for enhancing safety at construction sites. Utilises YOLOv8 for object detection to identify overhead hazards like heavy loads and steel pipes. Alerts are triggered if personnel are detected beneath these hazards. Dataset sourced from Taiwan's construction industry.

  • Updated Jul 8, 2024
  • Python

Containerized Tensorflow-based image classification training utility with Streamlit-based interface designed to choose between common architectures and optimizers for quick hyperparameter tuning.

  • Updated Feb 7, 2024
  • Python

This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.

  • Updated Sep 8, 2022
  • Python

Face Mask Detection is a Python Project which is used with Attendance System Machine , the Attendance can only be marked if the Software detects you with a mask, otherwise the system will not accept your attendance. A Software useful for companies as a preventive measure of corona.

  • Updated Aug 31, 2020
  • Python

This repository contains code and dataset for a multiclass image classification model to detect monkeypox using the ResNet50 architecture. The project focuses on classifying skin lesion images into different categories related to monkeypox, achieving 100% accuracy.

  • Updated Aug 18, 2023
  • Python

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