Reinforcement 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…Oct 20, 20227Oct 20, 20227
SeedNet for Interactive Segmentation — A Quick OverviewSeedNet is a model that uses Reinforcement Learning (RL) for interactive segmentation. Interactive segmentation is a method of segmenting…Oct 11, 20226Oct 11, 20226
SOTA 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…Sep 26, 202238Sep 26, 202238
Train 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…Sep 25, 2022Sep 25, 2022
PARSeq: 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…Sep 18, 20221Sep 18, 20221
Easy 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.Sep 12, 20223Sep 12, 20223
StyleGAN2 to Project Real ImagesA couple of notebooks to generate synthetic images from real images using StyleGAN2. Also includes a notebook to regenerate COCO images.Sep 5, 2022Sep 5, 2022
The NT-Xent Loss ExplainedAn overview of the NT-Xent loss (both high-level and in depth), along with its pseudocode and implementation.Sep 4, 2022Sep 4, 2022
My Internship Experience at H2O.aiA brief summary of my experience as a Machine Learning Engineering Intern at H2O.aiAug 15, 202224Aug 15, 202224
A 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…Nov 16, 20203Nov 16, 20203
Making a Mouse-less Navigator for a 3D Modelling SoftwareAbout a month ago I saw this video on YouTube by SpaceX where Elon Musk controlled the orientation of a 3D model using his bare hands. The…Oct 30, 2020Oct 30, 2020
Deep Learning versus Deep Reinforcement Learning in a Real-World EnvironmentI recently completed two specializations on Coursera, the Deep Learning Specialization offered by Andrew Ng and the Reinforcement Learning…Sep 15, 2020Sep 15, 2020
