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data-annotation

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yihong1120 / Construction-Hazard-Detection

Star 252

Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

nginx construction machine-learning computer-vision deep-learning clustering image-processing artificial-intelligence apis object-detection post-processing restful-api hazard-detection hdbscan data-annotation real-time-detection fastapi yolov8 alert-system yolo11
  • Updated Dec 22, 2024
  • Python

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

Star 64

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 43

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 32

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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