LayerNorm in ViT Models
An introduction to LayerNorm used in ViT and CLIP Models.
Notes and experiments
Writing
Technical articles built from practical work, careful tests, and lessons worth keeping.
Positional Embedding Advance - RoPE
Advance to PE technologies: RoPE.
The anatomy of 2D positional embedding
An in-depth analysis into 2D positional embedding.
Positional Embedding Intermediate II
A introduction to PE interpolation/extrapolation.
Positional Embedding Intermediate
A first advanced to positional embedding/encoding methods.
Positional Embedding Fundamentals
An introduction to positional embedding/encoding methods.
Extracting Road-Navigation Features from Satellite Imagery with YOLOv9
A presentation of my YOLO application project in satellite imagery feature extractions.
YOLO v9 Series: CSPNet -> ELAN -> GELAN
A deep study into YOLO v9's model architecture.
YOLO v9 Series: Deep Studies
A deep study into YOLO v9.