My archive of CS231n course assignments, backpropagation derivations, and reading notes on the YOLO series of papers.
| Title / Description | Format | Date | Action |
|---|---|---|---|
|
Lecture 01: Convolutional Neural Network Basics Illustrated CNN architectures, convolution and pooling formulas. |
2026-01-10 | ||
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Backpropagation Derivation Notes Handwritten gradient descent derivations, organized in LaTeX. |
MD | 2026-01-12 | Read Online |
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Object Detection (YOLO Series) Survey A summary of the evolution from YOLOv1 to YOLOv8. |
2026-01-15 | Download / Preview |