Vamsiyarru·Aug 8Training my first ANN for a Competition…Hello Guys, in this blog I am writing about my process of making ANN. This blog will include the key concepts like scaling, techniques to…
Daaimrehman·Jul 21You Probably Know Less About Your Dataset Than You ThinkA few months ago I was training a 7 class YOLOv8 model on a surveillance dataset at my internship. Mid training, we had a power outage…
Visalaxi Hari·Jun 9Evaluating Synthetic Data Quality in Imbalanced Datasets: Traditional AI (SMOTE) vs Generative AI…In real time, most of the time we handle datasets that are unstructured and imbalanced. Various strategies are used to restructure the…
InAI MindbyVasilis Kalyvas·Jun 8“MLshorts” 55: Imbalanced Classification: What does it really mean to prioritize Precision or…The threshold is the “key”
Mohsen Kheirandishfard·May 16A Simple Yet Effective Initialization Trick for Imbalanced ClassificationA beginner-friendly guide to class imbalance, sigmoid logits, binary cross-entropy, and final-layer bias initialization in PyTorch
