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*
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Custom dataset development in YOLO v7 format:
   • Official YOLO v7 Custom Object Detect...  

Setting up YOLO v7 locally:
   • Official YOLO v7 Custom Object Detect...  
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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?
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#TheCodingBug
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► My Other Tutorials:
○ YOLO v7 Custom Object Detection (Win & Linux):    • Official YOLO v7 Custom Object Detect...  
○ YOLO v7 Complete Tutorial (Colab):    • Official YOLO v7 Object Detection COM...  
○ YOLO v7 Complete Tutorial (Windows and Linux):    • Official YOLO v7 COMPLETE Object Dete...  
○ 40 Object Detection Models in TensorFlow:    • TensorFlow Object Detection COMPLETE ...  
○ Realtime Object Detection on CPU with OpenCV:    • Realtime Object Detection Using OpenC...  
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 2 (Training Models):    • DETECTRON2 Custom Object Detection, C...  
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 1 (Preparing Data):    • DETECTRON2 Custom Object Detection, C...  
○ Detectron2 on Colab:    • DETECTRON2 TUTORIAL for Colab | Objec...  
○ Instance Segmentation as Rendering:    • DETECTRON2 PointRend Tutorial | Accur...  
○ Detectron2 Complete Tutorial:    • COMPLETE DETECTRON2 TUTORIAL | Instan...  
○ YOLOv4 On Android Using TFLite:    • YOLOv4 TFLite Object Detection Androi...  
○ Custom YOLOv4 Object Detection with TensorFlow and TFLite :    • Custom Object Detection with TensorFl...  
○ Darknet YOLOv4 Custom Object Detection: Part 2 (Training YOLOv4 Darknet):    • YOLOv4 Custom Object Detection Tutori...  
○ Darknet YOLOv4 Custom Object Detection: Part 1 (Preparing Custom Dataset):    • YOLOv4 Custom Object Detection Tutori...  
○ YOLOv4 Object Detection with TensorFlow, TFLite and TensorRT:    • YOLOv4 Object Detection with TensorFl...  
○ Darknet YOLOv4 Object Detection for Windows 10 on Images, Videos, and Webcams:    • Darknet YOLOv4 Object Detection Tutor...  
○ Real-Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux:    • YOLOv4 and YOLOv3 Object Detection  U...  
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows:    • Object Tracking with TensorFlow YOLOv...  
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