Next-Gen Neural Networks
Problem 1–2 lines describing the task and constraints.
A curated list of things I’ve built, tested, and obsessed over.
Problem 1–2 lines describing the task and constraints.
Problem 1–2 lines describing the task and constraints.
Problem 1–2 lines describing the task and constraints.
Allergic rhinitis diagnosis from nasal endoscopic images.
Deep learning segmentation of alloy steel microstructures from SEM images under extreme data and texture ambiguity.
Problem Internal inspection of rocket engine pipes requires reliable detection of surface defects under challenging conditions, including cylindrical geometr...
Regional radar-based rainfall forecasting using the ClimaX transformer with multi-variable radar inputs.
Learning-based super resolution of thermal images to reconstruct high-resolution temperature fields from low-resolution sensor data.
Adapting foundation segmentation models to dense, non-describable particle imagery using semi-automatic labeling and parameter-efficient fine-tuning.
Patch-based fire detection system combining classical vision and deep learning for fast, robust early-stage fire localization on edge devices.
Automated detection of subtle surface anomalies on industrial display panels using structured illumination and deep learning.