PyTorch

Building Industrial embedded deep learning inference pipelines with TensorRT

You can scarcely find a good article on deploying computer vision systems in industrial scenarios. So, we decided to write a blog post series on the topic. The topics we

Deep Learning, Image Segmentation, Model Optimization, PyTorch, Segmentation

YOLOv5: Expert Guide to Custom Object Detection Training

This blog post covers object detection training of the YOLOv5 model on a custom dataset using the small and medium YOLOv5 models.

Deep Learning, Object Detection, PyTorch, Tutorial, YOLO

Intersection over Union (IoU) in Object Detection & Segmentation

Intersection Over Union (IoU) is a number that quantifies degree of overlap between two boxes. In object detection and segmentation, it is a helper metric for evaluating models. Continue reading

Image Segmentation, Object Detection, PyTorch, Segmentation

Document Segmentation Using Deep Learning in PyTorch

Moving away from traditional document scanners, learn how to create a Deep Learning-based Document Segmentation model using DeepLabv3 architecture in PyTorch.