aPaperADay
7 Object Detection w/ DL A Review - Intro
I wanted to take a look at this paper to get a review of the latest object detection methods
2020-01-08
6 YOLO Experiments and End
The last of the paper discusses emperical experients in against competing object detection models.
2020-01-07
6 YOLO Comparisons
There are many object detection models that can be compared and contrasted to YOLO.
2020-01-06
6 YOLO Training
A full week to train!
2020-01-04
6 YOLO Algorithm
YOLO is built on a SxS grid consisting of predictions from the grid.
2020-01-03
6 YOLO Introduction
YOLO was an important paper demonstrating realtime object detection. This is a look at benefits.
2020-01-02
5 UMLFiT - Conclusions
This was a fantastically well written paper that is easy to approach and interesting.
2020-01-01
5 UMLFiT Analysis
Today I look at the analysis of the the results of the UMLFiT paper.
2019-12-31
5 UMLFiT The "Chain Thaw"
The Fine-tune step is critically important in transfering knowledge to a specialized learned, boosted by Gradual Unfreezing.
2019-12-30
5 UMLFiT Getting Started
Fine tuning and adjustable learnign rates are key to success outlined in the UMLFiT paper.
2019-12-27