Medium Blog Posts

Colab Walkthrough

[Vision Transformer] : An unofficial colab walkthrough of Vision Transformer

Digging Into Detectron 2

[part 1] : Introduction - Basic Network Architecture and Repo Structure
[part 2] : Feature Pyramid Network
[part 3] : Data Loader and Ground Truth Instances
[part 4] : Region Proposal Network
[part 5]: ROI (Box) Head

Reproducing Training Performance of YOLOv3 in PyTorch

[Part 0]: Introduction
[Part 1]: Network Architecture and channel elements of YOLO layers
[Part 2]: How to assign targets to multi-scale anchors

Others

[blog] Introduction to Deep Super Resolution