Darknet YOLOv4 Object Detection Tutorial for Windows 10 on Images, Videos, and Webcams
36.8 هزار بار بازدید -
4 سال پیش
-
YOLOv4 tutorial to build Darknet
YOLOv4 tutorial to build Darknet YOLOv4 object detection model on Windows 10 to achieve real-time object detection on images, videos, and webcam. In this YOLOv4 tutorial, you will learn to compile Darknet YOLOv4 on your local machine with OpenCV and GPU acceleration.
#TheCodingBug
#YOLOv4
#Darknet
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► Time Stamps:
Introduction: (0:00)
Prerequisite: (0:21)
Download Darknet: (03:31)
Copy cuDNN and OpenCV Files: (3:55)
Build Darknet using Visual Studio: (4:50)
Object Detection on Images: (8:53)
Object Detection on Videos: (9:48)
Object Detection on Webcams: (10:34)
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► Links:
Anaconda: https://www.anaconda.com/products/ind...
Visual Studio: https://visualstudio.microsoft.com/do...
CUDA: https://developer.nvidia.com/cuda-too...
cuDNN: https://developer.nvidia.com/rdp/cudn...
YOLOv4: https://github.com/AlexeyAB/darknet
---------------------------------------------
► Commands:
Images: darknet.exe detector test cfg/coco.data cfg/yolov4.cfg yolov4.weights
Videos: darknet.exe detector demo cfg/coco.data cfg/yolov4.cfg yolov4.weights japan.mp4
Webcams: darknet.exe detector demo cfg/coco.data cfg/yolov4.cfg yolov4.weights -c 0
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► My Other Tutorials:
○Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10: Build and Install OpenCV With CUDA GP...
○ YOLOv4 On Android Using TFLite: YOLOv4 TFLite Object Detection Androi...
○ Install TensorFlow GPU Under 90 Seconds: Install TensorFlow GPU on Windows 10 ...
○ Install PyTorch GPU Under 90 Seconds: Install PyTorch GPU on Windows 10 or ...
○ 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...
○ Real-Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux: YOLOv4 and YOLOv3 Object Detection U...
○ Build and Install OpenCV 4.4.0 With CUDA (GPU) Support on Windows 10: Build and Install OpenCV With CUDA (G...
○ Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6: Install TensorFlow GPU and PyTorch wi...
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows: Object Tracking with TensorFlow YOLOv...
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► Follow us on Twitter: Twitter: BugCodingThe
► Support us on Patreon: Patreon: TheCodingBug
---------------------------------------------
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!
#TheCodingBug
#YOLOv4
#Darknet
---------------------------------------------
► Time Stamps:
Introduction: (0:00)
Prerequisite: (0:21)
Download Darknet: (03:31)
Copy cuDNN and OpenCV Files: (3:55)
Build Darknet using Visual Studio: (4:50)
Object Detection on Images: (8:53)
Object Detection on Videos: (9:48)
Object Detection on Webcams: (10:34)
---------------------------------------------
► Links:
Anaconda: https://www.anaconda.com/products/ind...
Visual Studio: https://visualstudio.microsoft.com/do...
CUDA: https://developer.nvidia.com/cuda-too...
cuDNN: https://developer.nvidia.com/rdp/cudn...
YOLOv4: https://github.com/AlexeyAB/darknet
---------------------------------------------
► Commands:
Images: darknet.exe detector test cfg/coco.data cfg/yolov4.cfg yolov4.weights
Videos: darknet.exe detector demo cfg/coco.data cfg/yolov4.cfg yolov4.weights japan.mp4
Webcams: darknet.exe detector demo cfg/coco.data cfg/yolov4.cfg yolov4.weights -c 0
---------------------------------------------
► My Other Tutorials:
○Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10: Build and Install OpenCV With CUDA GP...
○ YOLOv4 On Android Using TFLite: YOLOv4 TFLite Object Detection Androi...
○ Install TensorFlow GPU Under 90 Seconds: Install TensorFlow GPU on Windows 10 ...
○ Install PyTorch GPU Under 90 Seconds: Install PyTorch GPU on Windows 10 or ...
○ 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...
○ Real-Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux: YOLOv4 and YOLOv3 Object Detection U...
○ Build and Install OpenCV 4.4.0 With CUDA (GPU) Support on Windows 10: Build and Install OpenCV With CUDA (G...
○ Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6: Install TensorFlow GPU and PyTorch wi...
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows: Object Tracking with TensorFlow YOLOv...
---------------------------------------------
► Follow us on Twitter: Twitter: BugCodingThe
► Support us on Patreon: Patreon: TheCodingBug
---------------------------------------------
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!
4 سال پیش
در تاریخ 1399/07/02 منتشر شده
است.
36,856
بـار بازدید شده