PinnedAakarsh YelisettyinTowards Data ScienceObject Detection in 6 steps using Detectron2Let’s look at how to use FAIR’s (Facebook AI Research) Detectron 2 for Instance Detection on a custom dataset which involves text…·7 min read·Aug 3, 2020--5--5
Aakarsh YelisettyinTowards Data ScienceHow to fool a Neural Network?With some adversarial inputs, neural networks can be tricked easily.·8 min read·Aug 17, 2020----
Aakarsh YelisettyinTowards Data ScienceUnderstanding Fast R-CNN and Faster R-CNN for Object Detection.Let’s understand these state-of-the-art region proposal based convolution neural networks in detail.·10 min read·Jul 13, 2020--4--4
Aakarsh YelisettyinTowards Data ScienceUnderstanding Object Detection and R-CNN.Let’s look at what object detection is and understand the Region Proposal based CNN in detail.·10 min read·Jul 8, 2020--4--4
Aakarsh YelisettyinTowards Data ScienceEntropy, Cross-Entropy, and KL-Divergence Explained!Let us try to understand the most widely used loss function — Cross-Entropy.·8 min read·Jun 17, 2020----