Category: Computer Vision

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

YOLOP ONNX Inference on CPU

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 3 Comments

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

Training ResNet18 from Scratch using PyTorch

Sovit Ranjan Rath September 26, 2022 0 Comments

In this post, we are training a ResNet18 model on the CIFAR10 dataset after building it from scratch using PyTorch. ...