Category: Computer Vision

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

How to Train Faster RCNN ResNet50 FPN V2 on Custom Dataset?

Train a Faster RCNN ResNet50 FPN V2 object detection model on PPE Kit detection dataset using PyTorch. ...

Object Detection using PyTorch Faster RCNN ResNet50 FPN V2

Sovit Ranjan Rath November 7, 2022 6 Comments

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. ...