Dilith JayakodyReinforcement Cutting-Agent Learning for VOS — A Quick OverviewIn my previous post, I discussed a technique that uses Reinforcement Learning (RL) for instance segmentation. In this post, let’s go over…5 min read·Oct 20, 2022----
Dilith JayakodySeedNet for Interactive Segmentation — A Quick OverviewSeedNet is a model that uses Reinforcement Learning (RL) for interactive segmentation. Interactive segmentation is a method of segmenting…4 min read·Oct 11, 2022----
Dilith JayakodySOTA in Scene Text Recognition 2022: A Quick OverviewScene Text Recognition (STR) is one of the more challenging tasks in computer vision, especially considering how much variation is…5 min read·Sep 26, 2022----
Dilith JayakodyTrain a Custom OCR Model with CDistNetSimilar to what I mentioned about PARSeq in my previous blog post, CDistNet, too, is a model that’s been performing very well at Scene Text…3 min read·Sep 25, 2022----
Dilith JayakodyPARSeq: Train a Custom OCR ModelI was recently going over the Scene Text Recognition benchmark list at Papers With Code. To my surprise, almost the entire benchmark list…5 min read·Sep 18, 2022----
Dilith JayakodyEasy to Build Autonomous Robot Car (with Code)An overview of my project on building an autonomous robot car. Includes the source code + guidance on how to navigate the repository.6 min read·Sep 12, 2022----
Dilith JayakodyStyleGAN2 to Project Real ImagesA couple of notebooks to generate synthetic images from real images using StyleGAN2. Also includes a notebook to regenerate COCO images.2 min read·Sep 5, 2022----
Dilith JayakodyThe NT-Xent Loss ExplainedAn overview of the NT-Xent loss (both high-level and in depth), along with its pseudocode and implementation.5 min read·Sep 4, 2022----
Dilith JayakodyMy Internship Experience at H2O.aiA brief summary of my experience as a Machine Learning Engineering Intern at H2O.ai4 min read·Aug 15, 2022----
Dilith JayakodyA VR Image using OpenCV and BlenderVR comes in many different shapes and sizes (literally). I wasn’t quite sure what to call this but VR was the word I finally landed on…3 min read·Nov 16, 2020----
