Скачать или смотреть Install YOLOv5 to Detect Objects on Windows & Google Colab with PyTorch GPU Support | Part 1

Hey everyone and welcome to the YOLOv5 series!

In this series we'll learn how to train a YOLOv5 object detection model on a custom dataset from scratch. In this video (part 1), we'll cover installing YOLOv5 on Windows with GPU support, as well as try out a quick Google Colab example. I'll also talk about what Mac users may do differently.

The goal of this video is learning how to run inference, aka detecting objects in our images or videos. In the next parts of the series, we'll cover data collection, and training/debugging models with Weights & Biases ML tools. Hope you enjoy!

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Links:
📍 Google Colab Inference Example: https://wandb.me/yolo-colab
📍 YOLOv5 repo: https://github.com/ultralytics/yolov5
📍 PyCOCOTools GitHub for Windows: https://github.com/philferriere/cocoapi
📍 PyTorch Get Started page: https://pytorch.org/get-started/locally/

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You can watch the whole YOLOv5 Series here:

🚀Part 0 - Overview of the YOLOv5 and W&B integration:    • Train and Debug YOLOv5 Models with Weights...  Rocket
🚀Part 1 - Install YOLOv5 on Windows and Google Colab:    • Install YOLOv5 to Detect Objects on Window...  Rocket
🚀Part 2 - Collect & Label a Custom Dataset:    • Collect and Label Images to Train a YOLOv5...  Rocket
🚀Part 3 - Train a Custom YOLOv5 Model to Detect Bus Numbers:    • Train a Custom YOLOv5 Model on Google Cola...  

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Follow Ivan:
👉 Twitter:   / ivangrov  
👉 YouTube:    / ivangoncharovai  

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⏳Timestamps⏳
0:00 Intro & overview of what's in the video/series
1:06 An overview about YOLOv5 and Weights & Biases integration
1:24 Setting up YOLOv5 on Google Colab
1:58 Installing YOLOv5 on Windows
2:42 Installing Python 3.8 or later
3:24 Environmental variables
4:01 Installing PyTorch
5:00 Installing CUDA
6:03 Installing dependencies
6:23 Fixing an error installing PyCOCOTools (installing Microsoft C++ build tools)
7:32 Detecting objects from webcam feed
8:29 Detecting objects in images
8:53 Detecting objects in YouTube videos
9:37 YOLOv5 models of different sizes
10:29 YOLOv5 and Python projects
11:02 Outro

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