Machine Learning and Deep Learning
Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.
This article gives an introduction to image segmentation in deep learning. You will get to know about image segmentation, different image segmentation architectures, and also real life applications of image segmentation. ...
This article describes how to use deep learning and spatial transformer networks to reduce distortions in images. We will be using the PyTorch deep learning framework. ...
This article describes the concept of Spatial Transformer Networks in deep learning and computer vision. The readers will also get hands-on coding experience by applying the concepts using PyTorch framework. ...
In this article, readers will get to know how to use the Faster RCNN object detector pretrained on the COCO dataset for object detection. Readers will get to detect objects in images and videos using the PyTorch deep learning framework. ...
This article explains the different evaluation metrics for deep learning object detection techniques. These include Average Precision (AP), Intersection over Union (IoU), and mean Average Precision (mAP) ...
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