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theAIGuysCode / YOLOv4-Cloud-Tutorial

This repository walks you through how to Build and Run YOLOv4 Object Detections with Darknet in the Cloud with Google Colab.
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cloud darknet deep-learning google-colab object-detection yolov4 yolov4-cloud yolov4-cloud-tutorial

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YOLOv4-Cloud-Tutorial

Train Custom Model In Colab

This repository walks you through how to Build, Train and Run YOLOv4 Object Detections with Darknet in the Cloud through Google Colab.

Example Of YOLOv4 Detections

To follow along with the exact tutorial upload this entire repository to your Google Drive home folder. Then follow along with the notebook by opening it within Google Colab.

Running Pre-trained YOLOv4 on over 80 Classes in Google Colab

Watch a step-by-step walkthrough tutorial of the code for pre-trained YOLOv4: https://www.youtube.com/watch?v=mKAEGSxwOAY

Here is the Colab Notebook for showing pre-trained YOLOv4 Object Detector on over 80 classes and how to customize outputs etc.: https://colab.research.google.com/drive/12QusaaRj_lUwCGDvQNfICpa7kA7_a2dE?usp=sharing

Train Custom YOLOv4 Model in Google Colab

Watch a step-by-step walkthrough tutorial of the code for training your own Custom Object Detector: https://www.youtube.com/watch?v=mmj3nxGT2YQ

Here is the Colab Notebook for showing how to TRAIN CUSTOM YOLOv4 OBJECT DETECTOR: https://colab.research.google.com/drive/1_GdoqCJWXsChrOiY8sZMr_zbr_fH-0Fg?usp=sharing

YOLOv4 on Webcam In Google Colab

Running YOLOv4 object detections on webcam images and video is also possible within Google Colab.

Follow this notebook to run YOLOv4 on webcam within Colab: https://colab.research.google.com/drive/1xdjyBiY75MAVRSjgmiqI7pbRLn58VrbE?usp=sharing

YOLOv4 Video Example

Cheers!