Official YOLO v7 Custom Object Detection on Colab

This YOLO v7 custom object detection tutorial is focused on training the custom model on Google Colab. After training, you can run inferencing locally or on Colab. The method is generic enough to train all seven variations of official YOLO v7 models. In our previous tutorial, we trained the base YOLO v7 custom object detector, and in this tutorial, we train YOLOv7x to compare the performance of these two variants.

** Code and custom dataset is available for our Patreon Supporters**
https://www.patreon.com/TheCodingBug

Custom dataset development in YOLO v7 format:
https://youtu.be/-QWxJ0j9EY8?t=60

Setting up YOLO v7 locally:
https://youtu.be/-QWxJ0j9EY8?t=281
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► Time Stamps:
Introduction: (0:00)
Setting up Colab: (0:29)
Mounting Google Drive: (0:47)
Cloning YOLO v7 Repository: (1:20)
Creating Custom Dataset: (2:23)
Training Custom YOLO v7 Model: (4:34)
Inferencing Custom Objects: (7:55)
Inferencing Custom Objects Locally: (9:00)
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► Links:
https://github.com/WongKinYiu/yolov7
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Want to discuss more?
►Join my discord: https://discord.gg/kUUvTQTTau

#TheCodingBug
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► My Other Tutorials:
○ YOLO v7 Custom Object Detection (Win & Linux): https://youtu.be/-QWxJ0j9EY8
○ YOLO v7 Complete Tutorial (Colab): https://youtu.be/_CkXDjmT8dc
○ YOLO v7 Complete Tutorial (Windows and Linux): https://youtu.be/n2mupnfIuFY
○ 40 Object Detection Models in TensorFlow: https://youtu.be/2yQqg_mXuPQ
○ Realtime Object Detection on CPU with OpenCV: https://youtu.be/hVavSe60M3g
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 2 (Training Models): https://youtu.be/GoItxr16ae8
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 1 (Preparing Data): https://youtu.be/ffTURA0JM1Q
○ Detectron2 on Colab: https://youtu.be/bjay7fT934Y
○ Instance Segmentation as Rendering: https://youtu.be/gnXlE9BO0lo
○ Detectron2 Complete Tutorial: https://youtu.be/Pb3opEFP94U
○ YOLOv4 On Android Using TFLite: https://youtu.be/YzAjAS6Os8c
○ Custom YOLOv4 Object Detection with TensorFlow and TFLite : https://youtu.be/vzTCJM18uoM
○ Darknet YOLOv4 Custom Object Detection: Part 2 (Training YOLOv4 Darknet): https://youtu.be/-NEB5P-SLi0
○ Darknet YOLOv4 Custom Object Detection: Part 1 (Preparing Custom Dataset): https://youtu.be/sKDysNtnhJ4
○ YOLOv4 Object Detection with TensorFlow, TFLite and TensorRT: https://youtu.be/tCmC7nyfJp8
○ Darknet YOLOv4 Object Detection for Windows 10 on Images, Videos, and Webcams: https://youtu.be/FE2GBeKuqpc
○ Real-Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux: https://youtu.be/FjyF03uawsA
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows: https://youtu.be/GagII5PAeKg
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► Follow us on Twitter: https://twitter.com/BugCodingThe
► Support us on Patreon: https://www.patreon.com/TheCodingBug
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DISCLAIMER: Links included in this description might be affiliate links. If you purchase a product or service with the links that I provide I may receive a small commission. There is no additional charge to you!

Тэги:

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