Vrunda BhattbhattinThe Deep HubEnhancing CNN Inference Efficiency: The Impact of Batch Processing Versus Single Image ApproachesA deep dive into the operational nuances of GPUs in handling single image versus batch processing to optimize CNN inference.4 min read·Feb 13, 2024----
Vrunda BhattbhattinThe Deep HubLearning Rate and Its Strategies in Neural Network TrainingIntroduction to Learning Rate in Neural Networks7 min read·Jan 24, 2024----
Vrunda BhattbhattA Step-by-Step Guide to Early Stopping in TensorFlow and PyTorchTraining neural networks can be a thrilling journey, but it’s not without its challenges. One of the most common pitfalls is overfitting…5 min read·Jan 10, 2024--1--1
Vrunda BhattbhattOptimizing Deep Learning Model Accuracy: A Guide to Epoch Tuning and Early StoppingDeep Learning Accuracy Boost: Tuning Epochs & Embracing Early Stopping3 min read·Jan 3, 2024----
Vrunda BhattbhattData-Centric AI Case Study: Object detection accuracy improvements using data transformationsAbstract:14 min read·Apr 19, 2023----