Mastering New Age Computer Vision: Advanced Techniques In Computer Vision Object Detection, Segmentation, And Deep Learning

This Book Explores Cutting Edge Computer Vision Techniques, Starting With Zero Shot And Few Shot Learning, Detr, And Dino For Object Detection.

It Covers Advanced Segmentation Models Like Segment Anything And Vision Transformers, Along With Yolo And Clip.

Using Pytorch, Readers Will Learn Image Regression, Multi Task Learning, Multi Instance Learning, And Deep Metric Learning.

Hands On Coding Examples, Dataset Preparation, And Optimization Techniques Help Apply These Methods In Real World Scenarios.

Each Chapter Tackles Key Challenges, Introduces Architectural Innovations, And Improves Performance In Object Detection, Segmentation, And Vision Language Tasks.