✅ [AUTOMATION #29] COMPUTER VISION | Part 1: Model Setup & Optimization скачать в хорошем качестве

✅ [AUTOMATION #29] COMPUTER VISION | Part 1: Model Setup & Optimization

🔗 Product / Reference Link: https://s.shopee.vn/5Amd4wuT6f Step 1: Install Conda (If Not Installed) Windows Download Miniconda: https://docs.conda.io/en/latest/minic... macOS Using Homebrew brew install --cask miniconda Or download directly from: https://docs.conda.io/en/latest/minic... Step 2: Create a Virtual Environment Open Terminal (macOS) or Anaconda Prompt (Windows): Create a new environment named "yolo_cpu" with Python 3.11 conda create -n yolo_cpu python=3.11 -y Activate the environment conda activate yolo_cpu Step 3: Install Required Libraries Install ultralytics (includes PyTorch, OpenCV, NumPy, etc.) pip install ultralytics Install ONNX Runtime for CPU inference pip install onnxruntime (Optional) Install OpenVINO – optimized for Intel CPUs, 2–3x faster than ONNX pip install openvino Step 4: Verify Installation Create a file named kiem_tra.py: from ultralytics import YOLO Check Ultralytics version import ultralytics print(f"Ultralytics version: {ultralytics.__version__}") Test model loading model = YOLO("yolo11n.pt") print("✅ Installation successful!") Run: python kiem_tra.py Step 5: Export Model to ONNX Run export script python 00_export_onnx.py After completion, you will obtain a .onnx model file ready for deployment. Vchannel – In-depth Technology Reviews & Real-World Travel Experiences 🛒 Direct Importer – Wholesale Distributor – Best Retail Prices Guaranteed ==================================== 📢 VIP ZALO GROUP: https://zalo.me/g/ndvpay792 📌 Connect with Vchannel: 🌐 Website: https://www.VchannelStore.com 📱 Shopee: http://shopee.vn/vchannel_store | https://shopee.vn/vertical.vn 📘 Fanpage:   / vchannel79   💬 Forum: https://www.vchannel.vn 📞 Hotline: +84 886 21 22 29 📧 Email: info@vchannelstore.com 👤 Admin: facebook.com/han.ho7799 📺 Featured Playlists: 🎥 Camera & Video Gear Reviews: https://bit.ly/2FJFYZm 🔧 Creative Projects & DIY: https://bit.ly/32wIo6s 💻 Electronics, IT, Tech & Cars: https://bit.ly/2H20l4p ✈️ Travel & Entertainment: https://bit.ly/32yrLah 🌐 [EN] High-Tech Playlist: https://bit.ly/2FAr3QZ 🌍 [EN] Travel & Entertainment: https://bit.ly/2ZEw5TS 🙏 Support Vchannel: 💳 MB Bank – Hồ Nguyễn Viễn Hân – 16888796888 🌐 PayPal: paypal.me/frankhovchannel 📱 MoMo: +84 939 097 907 #vchannel #automation #computervision #yolo #onnx #openvino #ai #ultralytics