Real-time YOLOv4 Object Detection on Webcam in Google Colab | Images and Video
Learn how to implement YOLOv4 Object Detection on your Webcam from within Google Colab! This tutorial uses scaled-YOLOv4, the most fast and accurate object detection system there currently is. Perform object detections in real-time on webcam images and video with high accuracy and speed. ALL WITH A FREE GPU!
#yolov4 #objectdetection #cloud
THE GOOGLE COLAB NOTEBOOK:
https://colab.research.google.com/dri...
In this video I cover:
1. Setting up Colab Notebook and Enabling GPU.
2. Cloning and Building Darknet for Running YOLOv4.
3. Downloading Scaled-YOLOv4 pre-trained model file, the best object detector there is.
4. Custom Functions to run YOLOv4 with Python in Google Colab.
5. JavaScript code to access local machine's webcam for images and video.
6. Running scaled-YOLOv4 object detections on webcam images and video in real-time.
-----------------------------Resources-----------------------------
Github Code Repository (yolov4-webcam notebook): https://github.com/theAIGuysCode/YOLO...
Tutorial for YOLOv4 Pre-trained Model, Running on Video, Formatting Output and Detections etc.: • YOLOv4 in the CLOUD: Install and Run ...
Train Your Own YOLOv4 Custom Object Detector in the Cloud: • YOLOv4 in the CLOUD: Build and Train ...
Official Scaled-YOLOv4 Paper: https://arxiv.org/abs/2011.08036
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The AI Guy
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