Category: Computer Vision

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

Object Detection using PyTorch Faster RCNN ResNet50 FPN V2

This blog post explores the new Faster RCNN ResNet50 FPN V2 model and carries out detection on images and videos. ...

YOLOP ONNX Inference on CPU

Sovit Ranjan Rath October 31, 2022 3 Comments

In this blog post, we test the YOLOP ONNX models at different resolutions for traffic object detection and drivable area segmentation. ...

YOLOP for Object Detection and Segmentation

Sovit Ranjan Rath October 24, 2022 6 Comments

In this blog post, we go through a practical guide to run object detection and segmentation inference using the YOLOP model. ...

YOLOP for Panoptic Driving Perception

Sovit Ranjan Rath October 17, 2022 2 Comments

In this blog post, we explore the YOLOP model for Panoptic driving perception and autonomous driving. ...

Plant Disease Recognition using Deep Learning and PyTorch

Sovit Ranjan Rath October 10, 2022 5 Comments

In this blog post, we fine tune a PyTorch ResNet34 model on a plant disease recognition dataset and also visualize class activation maps. ...