Skill

Real-Time Object Detection with YOLOv3 on PyTorch

May 2020 with Trevor Sullivan

Join Trevor Sullivan as he teaches you how to use the YOLOv3 object detection machine learning model to perform inference against still images and network video streams in real-time with NVIDIA GPUs.

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Videos in this skill

1. Introduction to Object Detection and Computer Vision (8:43)
2. Setting Up Your Python and Windows Environment (5:53)
3. Validating NVIDIA CUDA Compatibility with Your GPU (4:48)
4. Setting Up the YOLOv3 Object Detection Model (3:56)
5. Running Inference on a Static Image (5:02)
6. Running Inference on a Video Stream (7:06)
7. Improving Object Detection Confidence Levels (5:55)

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