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DANIEL OS / ENGINEERING NOTES

Field Notes

Implementation details, model delivery decisions, and research notes.

2199

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

2026

Building Daniel OS: data, training, and strict evaluation

23 minute read

Published:

Daniel OS is a personal portfolio assistant that runs its generative model in the visitor’s browser. It combines a verified profile index, a cited entity index, optional public retrieval, a personalized language model for conversational synthesis, browser speech recognition, and local speech output. The goal is to make the portfolio queryable without allowing personalization to distort ordinary technical knowledge.

2020

Review of MobileNet

4 minute read

Published:

Study of MobileNet and basic information and coding of Cov2d, Forward propagation, BN, Quantized, etc…

YOLACT++

less than 1 minute read

Published:

Review of paper named YOLACT++: Better Real-time Instance Segmentation

PoseFlow: Efficient Online Pose Tracking

1 minute read

Published:

Basically estimation and tracking is easy terminology by understanding definition of respective keywords. Additionally, in a viewpoint of each results, both may same exactly although have different meaning. There are two methods of tracking human pose, one is top-down, the other is bottom-up. In my comprehension estimation is usually used in an image and tracking is used in a video.