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YOLO Running Tool

📌 Description

The YOLO Running Tool is a Windows batch script that automates the process of training YOLO models.

It sets up an Anaconda environment, installs dependencies, downloads datasets from Roboflow, and generates a ready-to-run training script.

✅ Requirements

  • Microsoft Windows 10/11

  • Anaconda

  • Internet connection (for dependency installation and optional dataset download)

  • GPU with CUDA support (recommended for faster training)

🎯 What It’s Used For

  • Setting up YOLOv8 or YOLOv11 training with minimal effort

  • Automatically managing Python/Conda environments

  • Installing required dependencies (Ultralytics, PyTorch, Roboflow, Supervision)

  • Downloading datasets directly from Roboflow

  • Running training, validation, and prediction in one pipeline

🚀 How to Use

  1. Run the script
YOLO_Running_Tool.bat
  1. You will see prompts like this:

Select YOLO version

================================================================

                        YOLO TRAINING

================================================================

Example: enter 11 for YOLO11, 8 for YOLO8

Enter YOLO version number:

→ Enter 8 for YOLOv8 or 11 for YOLOv11.

Activate Conda environment

================================================================

                        Activate Conda

================================================================

Creating conda environment yolov8 ...

Install dependencies

================================================================

                   Install dependencies

================================================================

Checking dependencies (skip if already installed)...

Installing ultralytics, supervision, roboflow...

Installing PyTorch...

Verify CUDA

================================================================

                        Verify CUDA

================================================================

True NVIDIA GeForce RTX 4090

Roboflow dataset (optional)

================================================================

                     Roboflow Dataset

================================================================

If Roboflow dataset already downloaded, just press Enter.

Paste your Roboflow dataset download link:

Set training epochs

================================================================

                        Set Epochs

================================================================

Enter number of epochs to train (e.g. 50):

Confirm and run training

================================================================

                 Confirm and Run Training

================================================================

[1] Start YOLO training

[2] Back to YOLO runner

[3] Exit

Choose an option (1-3):
  1. After training completes

  • Models and logs are saved in: runs/detect/train/

  • Best weights: runs/detect/train/weights/best.pt

  • Predictions: runs/detect/predict/

YOLORunning Tool

This tool provides a batch script interface for running YOLO object detection models.

Features

  • Run YOLO models for object detection on images or videos.
  • Manage model selection and configuration.
  • Provide easy-to-use menu-driven commands.

Usage

Run the YOLORunning_Tool.cmd script to start the tool. Follow the on-screen menu to select options for running YOLO detection.

Requirements

  • Windows 10 or later.
  • Python environment with necessary YOLO dependencies installed.
  • Pre-trained YOLO models available.

Notes

  • Ensure Python and required packages are installed and accessible in your PATH.
  • Configure model paths and parameters as needed.

License

Please refer to the LICENSE file in the root BatchFile folder for license details.

Created by kerklangsi