Feature Pyramid Network for Multi-Scale DetectionThe architecture that revolutionized multi-scale detectionJan 14Jan 14
How to Setup SSH for GitHub and GitLabCreate and add SSH to your GitHub and Gitlab account in simple steps.Jan 12Jan 12
Docker in 10 Minute (Guide for Beginners)Images, containers, and Dockerfiles: everything a beginner needs to know.Jan 51Jan 51
Benchmarking LLM Performance: Token Per Second (TPS), Time to First Token (TTFT), and GPU UsageEvaluate and plan your LLMs infrastructure requirements for production deployment.Dec 22, 20241Dec 22, 20241
Build Custom PyTorch Image Classifier from ScratchLet’s build a custom model from scratch for multiclass classification.Jul 6, 2024Jul 6, 2024
BERT Score ExplainedDeep dive to Bert Score, a widely used metric for evaluating the quality of text generated by language models.May 17, 2024May 17, 2024
Doubling PyTorch Image Augmentation Speed [With Code]Increase your image augmentation speed by up to 250% using the Albumentations library compared to Torchvision augmentation.Apr 18, 20241Apr 18, 20241
Precision, Recall and F1 Explained [With 10 ML Use case]Explore precision, recall & F1 metrics. Explore 10 ML use cases where prioritizing precision or recall is crucial for reliable models.Apr 15, 2024Apr 15, 2024
Activation Functions — Core of Neural Networks ExplainedUncover Activation Functions: Understand why they are the core building block of Artificial Neural Networks and their inner workings.Apr 13, 2024Apr 13, 2024
Hallucinations in LLM ExplainedDiscover why LLMs hallucinate, their real-world consequences, methods for measurement, and effective mitigation strategies.Apr 7, 2024Apr 7, 2024
