Weighted box fusion: The post-processing step is a trivial yet important component in object detection. In this article, we will demonstrate the significance of Weighted Boxes Fusion (WBF) as opposed ...
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Enhancing Medical Multi-Label Image Classification Using PyTorch & Lightning
In the pivotal field of medical diagnostics, swift and accurate image classification plays a crucial role in aiding healthcare professionals' decision-making. The advent of deep learning, coupled with ...
PaddlePaddle: Exploring Object Detection, Segmentation, and Keypoints
PaddlePaddle: Welcome to our guide of machine learning frameworks, where we'll examine PaddlePaddle, TensorFlow, and PyTorch. Recent benchmark tests have revealed PaddlePaddle as a potential ...
Drone Programming with Computer Vision : A Beginner’s Guide
Drone programming has become increasingly popular in recent years as drones have become more accessible and affordable. We are introducing a new series called Drone for Computer Vision with this ...
Create a PyPI Package: A Guide to Building and Uploading a Pip Installable Python Package
Create a PyPi Package: This article is in continuation of our previous blog post, “Building An Automated Image Annotation Tool: PyOpenAnnotate”. In this blog post, we will go through details on PyPi ...
IoU Loss Functions for Faster & More Accurate Object Detection
Object detection is one of the most important challenges in computer vision. Deep learning-based solutions can solve it very effectively. To solve any problem using deep learning, first, we need to ...