Understanding Softmax in Deep Learning — No PhD NeededSoftmax is the function that helps in converting a bunch of raw scores (called logits) into probabilities that sum up to 100%Apr 22Apr 22
Benchmarking Image Classification Models Performance(with Code)No fluff, just the benchmarks you need on inference speed and memory usage for the different image classification models.Mar 30Mar 30
The Long Tail Problem in Object Detection: Why Your Model Misses Rare Objects (And How to Fix It)Learn to fix long-tail object detection issues: detect rare objects with data imbalance solutions and practical AI methods.Mar 81Mar 81
Why mAP is the Gold Standard for Object DetectionDeep dive to mAP widely trusted metric for the object detection task.Feb 282Feb 282
Feature Pyramid Network for Multi-Scale DetectionThe architecture that revolutionized multi-scale detectionJan 141Jan 141
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
