YOLOv3 in the CLOUD : Install and Train Custom Object Detector (FREE GPU)
Learn how get YOLOv3 object detection running in the cloud with Google Colab. Walk-through the steps to run yolov3 with darknet detections in the cloud and how to train your very own custom object detector. ALL WITH FREE GPU! This tutorial covers it all!
#yolov3 #objectdetection #cloud
THE GOOGLE COLAB NOTEBOOK: https://colab.research.google.com/drive/1Mh2HP_Mfxoao6qNFbhfV3u28tG8jAVGk
This video cover:
1. Setting up Google Colab as a cloud VM with Free GPU.
2. Commands to get Darknet with YOLOv3 weights installed and running.
3. YOLOv3 pretrained coco model detections in the Cloud.
4. Configuration for Custom YOLOv3 Training in the Cloud.
5. Training Custom YOLOv3 Object Detector in the Cloud.
——————Resources——————-
Github: https://github.com/theAIGuysCode/YOLOv3-Cloud-Tutorial
Generate Open Images Custom Dataset (recommended):https://www.youtube.com/watch?v=_4A9inxGqRM
Create Dataset with Manual Annotations: https://www.youtube.com/watch?v=EGQyDla8JNU
Train YOLOv3 on Local Machine (configure training): https://www.youtube.com/watch?v=zJDUhGL26iU
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– The AI Guy
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