DETECTRON2 Custom Object Detection, Custom Instance Segmentation: Part 2 (Training Custom Models)

Detectron2 custom object detection and custom instance segmentation tutorial. This second part of the tutorial explains how to train custom object detection models using detection2. In the second half of the video, we also show how to train a custom instance segmentation model with detectron2. We are using our custom dataset for license plates detection which we developed in part 1. You can use your own custom dataset as long as it follows the format that detectron2 expects.

**The code and dataset is available for our Patreon supporters**
https://www.patreon.com/TheCodingBug
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► Time Stamps:
Introduction: (0:00)
Detectron2 Custom Object Detection: (0:56)
Detectron2 Custom Instance Segmentation: (34:38)
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► Links:
Part 1: https://youtu.be/ffTURA0JM1Q
Detectron2 Model Zoo: https://github.com/facebookresearch/detectron2/blob/main/MODEL_ZOO.md
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► My Other Tutorials:
○ Detectron2 on Colab: https://youtu.be/bjay7fT934Y
○ Instance Segmentation as Rendering: https://youtu.be/gnXlE9BO0lo
○ Detectron2 Complete Tutorial: https://youtu.be/Pb3opEFP94U
○ Colorize Black and White Images and Videos using Python OpenCV: https://youtu.be/EZWHAd0IH1M
○ Face Detection Using OpenCV Python with CUDA GPU Acceleration: https://youtu.be/GXcy7Di1oys
○ Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10: https://youtu.be/YsmhKar8oOc
○ Install TensorFlow Under 90 Seconds
https://youtu.be/toJe8ZbFhEc
○ Install PyTorch Under 90 Seconds
https://youtu.be/raBkhUoeOHs
○ 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
○ Build and Install OpenCV 4.4.0 With CUDA (GPU) Support on Windows 10: https://youtu.be/tjXkW0-4gME
○ Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6: https://youtu.be/PlW9zAg4cx8
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows: https://youtu.be/GagII5PAeKg
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► Support us on Patreon: https://www.patreon.com/TheCodingBug
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Видео DETECTRON2 Custom Object Detection, Custom Instance Segmentation: Part 2 (Training Custom Models) канала TheCodingBug