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Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: YOLO

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: YOLO

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loggger101/README.md

Logan M Edwards

Astronomy & Astrophysics undergraduate

loganmedwardsastrophy.com

Space economics

A three-repo stack answering whether an asteroid mining mission pays for itself:
economicspace The pipeline: build a catalog from public astronomy databases, price the minerals, cost the transportation, run the rocket equation and cost cascade to a ranked profitability table.
spacecost Its Stage 3, split out as an installable package: cited reference tables for mission cost and mass estimation, every row carrying an inline citation.
General_Research The evidence underneath both, peer-reviewed and tiered-authoritative sources, with the numbers extracted to CSV per source.

Deep learning
star-spectral-classifier Multi-task CNN over Pan-STARRS RGB cutouts predicting Morgan–Keenan spectral letter and subclass digit, from photometry alone. Project page
drone-target-id YOLO segmentation front-end feeding a multi-output CNN for aerial target identification, fine class and coarse valid/invalid. Project page

Elsewhere

  • Kaggle — the training datasets behind the two vision projects, published openly.
  • Hermes_Skills — agent skills and coding reference, kept as a working second brain.

Pinned Loading

  1. economicspace economicspace Public

    End-to-end pipeline estimating the net profit of an uncrewed autonomous asteroid mining and sample-return mission, from catalog build through mineral pricing to the cost cascade.

    Python

  2. drone-target-id drone-target-id Public

    YOLO segmentation front-end + multi-output CNN for aerial target identification: 87.6% fine-class and 91.2% coarse valid/invalid accuracy on a 27k held-out test set.

    Jupyter Notebook

  3. spacecost spacecost Public

    Cited reference tables for space-mission cost and mass estimation: launch vehicles, propellants with derived tankage, delta-v segments, operational costs, and storage systems.

    Python

  4. Hermes_Skills Hermes_Skills Public

    A collection of 210 agent skills across 23 categories — the reference library for my Hermes Agent environment.

    HTML