Realtime Object Detection Using OpenCV Python ON CPU | OpenCV Object Detection Tutorial

Pubblicato il: 14 ottobre 2021
sul canale di: TheCodingBug
53,716
704

Object detection with OpenCV Python in real-time on modern CPUs is possible. In this object detection tutorial, we use the OpenCV to implement a real-time object detector using the CPU. We have found that using the OpenCV object detection method, we were able to achieve 20-22 FPS (without screen recording) on the CPU. We use pretrained Object Detection model SSD Mobilenet.

* Code is available for our Patreon Supporters*
  / thecodingbug  
---------------------------------------------
► Time Stamps:
Introduction: (0:00)
Downloading Object Detection Model: (0:21)
Object Detection Class: (01:04)
Beautify Bounding Boxes: (11:30)
Display FPS: (15:32)
Object Detection on Webcam: (16:43)
---------------------------------------------
► Links:
https://github.com/haroonshakeel/Real...
---------------------------------------------
Want to discuss more?
►Join my discord:   / discord  

#TheCodingBug
---------------------------------------------
► My Other Tutorials:
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 2 (Training Models):    • DETECTRON2 Custom Object Detection, Custom...  
○ DETECTRON2 Custom Object Detection, Custom Instance Segmentation Tutorial: Part 1 (Preparing Data):    • DETECTRON2 Custom Object Detection, Custom...  
○ Detectron2 on Colab:    • DETECTRON2 TUTORIAL for Colab | Object Det...  
○ Instance Segmentation as Rendering:    • DETECTRON2 PointRend Tutorial | Accurate I...  
○ Detectron2 Complete Tutorial:    • COMPLETE DETECTRON2 TUTORIAL | Instance Se...  
○ Colorize Black and White Images and Videos using Python OpenCV:    • Video & Image Colorization Using OpenCV Py...  
○ Face Detection Using OpenCV Python with CUDA GPU Acceleration:    • Face Detection Using OpenCV with CUDA GPU ...  
○ Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10:    • Build and Install OpenCV With CUDA GPU Sup...  
○ Install TensorFlow Under 90 Seconds
   • Install TensorFlow GPU on Windows 10 IN 90...  
○ Install PyTorch Under 90 Seconds
   • Install PyTorch GPU on Windows 10 or Linux...  
○ YOLOv4 On Android Using TFLite:    • YOLOv4 TFLite Object Detection Android App...  
○ Custom YOLOv4 Object Detection with TensorFlow and TFLite :    • Custom Object Detection with TensorFlow YO...  
○ Darknet YOLOv4 Custom Object Detection: Part 2 (Training YOLOv4 Darknet):    • YOLOv4 Custom Object Detection Tutorial: P...  
○ Darknet YOLOv4 Custom Object Detection: Part 1 (Preparing Custom Dataset):    • YOLOv4 Custom Object Detection Tutorial: P...  
○ YOLOv4 Object Detection with TensorFlow, TFLite and TensorRT:    • YOLOv4 Object Detection with TensorFlow, T...  
○ Darknet YOLOv4 Object Detection for Windows 10 on Images, Videos, and Webcams:    • Darknet YOLOv4 Object Detection Tutorial f...  
○ Real-Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux:    • YOLOv4 and YOLOv3 Object Detection  Using ...  
○ Build and Install OpenCV 4.4.0 With CUDA (GPU) Support on Windows 10:    • Build and Install OpenCV With CUDA (GPU) S...  
○ Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6:    • Install TensorFlow GPU and PyTorch with CU...  
○ Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows:    • Object Tracking with TensorFlow YOLOv4 | L...  
---------------------------------------------
► Follow us on Twitter:   / bugcodingthe  
► Support us on 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!


In questa pagina del sito puoi guardare il video online Realtime Object Detection Using OpenCV Python ON CPU | OpenCV Object Detection Tutorial della durata di ore minuti seconda in buona qualità , che l'utente ha caricato TheCodingBug 14 ottobre 2021, condividi il link con amici e conoscenti, su youtube questo video è già stato visto 53,716 volte e gli è piaciuto 704 spettatori. Buona visione!