Video Instance Segmentation With Python Using Deep Learning

What you’ll learn

• Real-Time Video Instance Segmentation with Python and Pytorch using Deep Learning
• Build, Train, & Test Deep Learning Models on Custom Data & Deploy to Your Own Projects
• Introduction to YOLOv8 and its Deep Learning Architecture
• Video Instance Segmentation using YOLOv8 with Python
• Introduction to Mask RCNN and its Deep Learning Architecture
• Instance Segmentation using Mask RCNN with Python
• Configuration of Custom Vehicles Dataset with Annotations for Instance Segmentation
• HyperParameters Settings for Training Instance Segmentation Models
• Training Instance Segmentation YOLOv8 and Mask RCNN Models on Custom Datasets
• Testing Instance Segmentation Trained Models on Videos and Images
• Perform Car, Motorbike, and Truck Instance Segmentation
• Deploy Trained Instance Segmentation Models