TensorFlow Object Detection with 40 Models | Complete Step-by-Step Guide
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!
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► 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)
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► 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...
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