Category: Computer Vision

Computer Vision in AI encompasses various tasks including classical computer vision, deep learning based image classification, image classification, object detection etc.

Template Matching with OpenCV

In this post, explore how to carry out template matching using OpenCV with cv2.matchTemplate in images and videos. ...

Faster Image Augmentation in TensorFlow using Keras Layers

Sovit Ranjan Rath January 31, 2022 0 Comment

In this post, we explore faster image augmentation using TensorFlow Keras layers on GPU. ...

Brain MRI Classification using PyTorch EfficientNetB0

Sovit Ranjan Rath January 24, 2022 0 Comment

In this post, we explore how to carry out transfer learning and fine-tuning an EfficientNetB0 model to classify brain MRI images. ...

Transfer Learning using EfficientNet PyTorch

Sovit Ranjan Rath January 17, 2022 33 Comments

In this post, we do transfer learning using EfficientNet PyTorch. Specifically, we use the EfficientNetB0 model ...

PyTorch Pretrained EfficientNet Model Image Classification

Sovit Ranjan Rath January 10, 2022 9 Comments

In this post, we explore the pretrained EfficientNet model from PyTorch for image classification task. ...