TensorFlow Object Detection with 40 Models Complete StepbyStep Guide

>> YOUR LINK HERE: ___ http://youtube.com/watch?v=2yQqg_mXuPQ

Learn TensorFlow Object Detection from scratch! In this beginner-friendly tutorial, we'll dive into TensorFlow’s Object Detection API and work with 40 different models from the TensorFlow Model Zoo, including EfficientDet, SSD, and Faster R-CNN. You’ll get step-by-step guidance on installing TensorFlow, downloading models, and writing reusable code to perform object detection with any of these models. By the end, you’ll go from beginner to skilled practitioner in TensorFlow Object Detection. Perfect for students, researchers, and developers wanting to apply and compare object detection in real-world projects! • * Code is available for our Patreon Supporters* • / thecodingbug • --------------------------------------------- • ► Time Stamps: • Introduction: (0:00) • TensorFlow Prereqs: (0:40) • TensorFlow Installation: (02:36) • TensorFlow Object Detection Zoo: (03:44) • TensorFlow Object Detection Implementation: (04:26) • Download Object Detection Models: (07:30) • Object Detection on Images: (11:42) • Object Detection with SSD MobileNet: (17:17) • Beautify Bounding Boxes: (20:06) • Object Detection with EfficientDet: (22:44) • Object Detection with FasterRCNN: (23:43) • Object Detection on Videos: (24:25) • Object Detection on Webcam: (26:30) • --------------------------------------------- • ► Links: • https://github.com/haroonshakeel/real... • https://docs.microsoft.com/en-us/cpp/... • https://github.com/tensorflow/models/... • https://www.tensorflow.org/install/so... • https://www.anaconda.com/products/ind... • --------------------------------------------- • Want to discuss more? • ►Join my discord: / discord • #TheCodingBug • --------------------------------------------- • ► My Other Tutorials: • ○ Object Detection with OpenCV on CPU: • 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... • ○ Colorize Black and White Images and Videos using Python OpenCV: • Video Image Colorization Using Open... • ○ Face Detection Using OpenCV Python with CUDA GPU Acceleration: • Face Detection Using OpenCV with CUDA... • ○ Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10: • Build and Install OpenCV With CUDA GP... • ○ Install TensorFlow Under 90 Seconds • • Install TensorFlow GPU on Windows 10 ... • ○ Install PyTorch Under 90 Seconds • • Install PyTorch GPU on Windows 10 or ... • ○ 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... • ○ 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: / 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!

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