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yihong1120 / Construction-Hazard-Detection

Star 139

An AI-driven solution enhances construction site safety using the YOLOv8 model for object detection. It identifies hazards like workers without helmets or safety vests, workers near machinery, and workers near vehicles. Post-processing algorithms further improve detection accuracy.

construction machine-learning computer-vision deep-learning image-processing artificial-intelligence safety object-detection post-processing hazard-detection data-annotation model-training real-time-detection yolov8 alert-system
  • Updated Jul 16, 2024
  • Python

slrbl / human-in-the-loop-machine-learning-tool-tornado

Star 61

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

python machine-learning natural-language-processing sklearn keras artificial-intelligence machinelearning machine-learning-api ruby-on-rails dataannotations active-learning automl data-annotation activelearning interactive-machine-learning active-learning-module human-in-the-loop-machine-learning data-annotation-machine-learning data-annotation-tools
  • Updated Apr 15, 2023
  • Ruby
PersianDataAnnotations

amastaneh / PersianDataAnnotations

Star 42

PersianDataAnnotations is ASP.NET Core MVC & ASP.NET MVC Custom Localization DataAnnotations (Localized MVC Errors) for Persian(Farsi) language - فارسی سازی خطاهای اعتبارسنجی توکار ام.وی.سی. و کور.ام.وی.سی. برای نمایش اعتبار سنجی سمت کلاینت

mvc localization csharp aspnetcore nuget mvc5 persian iran asp-net-core asp-net net-mvc asp-net-core-mvc mvc6 dataannotations asp-net-mvc farsi data-annotations data-annotation localization-dataannotations localized-dataannotations
  • Updated Dec 21, 2020
  • C#

saran9991 / llm-data-annotation

Star 22

Use Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLMs, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and better model performance

nlp gpt bert active-learning data-annotation fine-tuning dvc confident-learning noisy-labels mlflow cleanlab gpt-4 llm gpt-3-5-turbo
  • Updated Sep 11, 2023
  • Python

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