yolo8_on_fire.ipynb

{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":417,"status":"ok","timestamp":1681824010926,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"uIdou3vcgDTf"},"outputs":[],"source":["MY_SECRET_KEY=\"<YOUR_ROBOFLOW_SECRET_KEY>\""]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":8359,"status":"ok","timestamp":1681823942767,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"rsEPEvsBf_rm","outputId":"b24c3a6c-f871-4196-d166-92f4c2551b9b"},"outputs":[],"source":["!pip install ultralytics\n","!pip install roboflow"]},{"cell_type":"code","execution_count":null,"metadata":{"executionInfo":{"elapsed":616,"status":"ok","timestamp":1681823983051,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"nlhoKsEF7FBl"},"outputs":[],"source":["import ultralytics\n","from roboflow import Roboflow\n","from ultralytics import YOLO\n","from IPython.display import Image\n"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":13336,"status":"ok","timestamp":1681824047052,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"l3gKl33HhfX-","outputId":"7cb9d502-ecd7-4a26-bea2-006d4f8b2785"},"outputs":[],"source":["rf = Roboflow(api_key=MY_SECRET_KEY)\n","project = rf.workspace(\"-jwzpw\").project(\"continuous_fire\")\n","dataset = project.version(6).download(\"yolov8\")"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":73279,"status":"ok","timestamp":1681824273310,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"dl4uQIWz8BY8","outputId":"8f8728dd-956a-4283-a53e-814b1f1b4c66"},"outputs":[],"source":["!yolo task=detect mode=train model=yolov8s.pt data=/content/continuous_fire/data.yaml epochs=1 imgsz=640 plots=True"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":317},"executionInfo":{"elapsed":16,"status":"ok","timestamp":1681824335006,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"Yy6JGxOH8kpU","outputId":"da9e8cbb-f2a9-4074-e3ad-4f3512ab3798"},"outputs":[],"source":["# VIEW MODEL TRANING CHARTS\n","Image(filename=f'/content/runs/detect/train/results.png', width=600)"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":28263,"status":"ok","timestamp":1681823559731,"user":{"displayName":"Jan Kowal","userId":"05637740961630298559"},"user_tz":-120},"id":"dmQtCDhP9A6_","outputId":"57a09f9f-d9db-4aa1-a7e6-83ac5c05839f"},"outputs":[],"source":["# VALIDATION\n","!yolo task=detect mode=val model=/content/runs/detect/train2/weights/best.pt data=/content/continuous_fire-6/data.yaml"]}],"metadata":{"accelerator":"GPU","colab":{"authorship_tag":"ABX9TyO3GQ8ncGHEnqX+RJm3zxKe","provenance":[]},"gpuClass":"standard","kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}