使用深度学习通过 Python 进行视频实例分割
上次更新时间：2024-11-23
课程售价: 2.9 元
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课程内容
- 1 - Introduction (免费)
- 2 - What is Instance Segmentation (免费)
- 3 - Introduction to YOLO and its Architecture
- 4 - Introduction to YOLOv8 for Realtime Video Instance Segmentation
- 5 - Vehicles Dataset for Instance Segmentation
- 7 - Google Colab for Writing Python Code
- 8 - Connect Google Colab With Google Drive To Read And Write Data
- 9 - HyperParameters for Training Instance Segmentation YOLO8 Model
- 10 - Training YOLOv8 for Vehicles Instance Segmentation
- 11 - Testing Segmentation YOLOv8 on Images
- 12 - Testing Segmentation YOLOv8 on Videos
- 13 - Deploy Trained Instance Segmentation Model
- 15 - Overview of CNN RCNN Fast RCNN and Faster RCNN
- 16 - Introduction to Mask RCNN for Instance Segmentation
- 17 - Get Started with PyTorch Facebook Library
- 18 - Custom Dataset for Instance Segmentation
- 19 - Train Evaluate Visualize Instance Segmentation on Custom Dataset
- Cars On Road
- Highway Traffic
课程内容
19个讲座
- 1 - Introduction (免费)
- 2 - What is Instance Segmentation (免费)
- 3 - Introduction to YOLO and its Architecture
- 4 - Introduction to YOLOv8 for Realtime Video Instance Segmentation
- 5 - Vehicles Dataset for Instance Segmentation
- 7 - Google Colab for Writing Python Code
- 8 - Connect Google Colab With Google Drive To Read And Write Data
- 9 - HyperParameters for Training Instance Segmentation YOLO8 Model
- 10 - Training YOLOv8 for Vehicles Instance Segmentation
- 11 - Testing Segmentation YOLOv8 on Images
- 12 - Testing Segmentation YOLOv8 on Videos
- 13 - Deploy Trained Instance Segmentation Model
- 15 - Overview of CNN RCNN Fast RCNN and Faster RCNN
- 16 - Introduction to Mask RCNN for Instance Segmentation
- 17 - Get Started with PyTorch Facebook Library
- 18 - Custom Dataset for Instance Segmentation
- 19 - Train Evaluate Visualize Instance Segmentation on Custom Dataset
- Cars On Road
- Highway Traffic