77 lines
1.5 KiB
Plaintext
77 lines
1.5 KiB
Plaintext
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"!git clone https://github.com/ultralytics/ultralytics"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"!pip install -e ./ultralytics"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"!unzip 'Aquarium Combined.v2-raw-1024.yolov8.zip' -d /aqua"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"!yolo task=detect \\\n",
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" mode=train \\\n",
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" model=yolov8s.pt \\\n",
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" data=./data.yaml \\\n",
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" epochs=100 \\\n",
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" imgsz=640"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"!yolo task=detect \\\n",
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" mode=val \\\n",
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" model=/content/ultralytics/runs/detect/train/weights/best.pt \\\n",
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" data=./data.yaml"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "um",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"name": "python",
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"version": "3.9.15 | packaged by conda-forge | (main, Nov 22 2022, 08:41:22) [MSC v.1929 64 bit (AMD64)]"
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},
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"orig_nbformat": 4,
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"vscode": {
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"interpreter": {
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"hash": "876e189cbbe99a9a838ece62aae1013186c4bb7e0254a10cfa2f9b2381853efb"
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}
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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