kzf666-byte/vggt-da3-notes

Science & researchPython

0.1 Steady Magnitude out of 10 — how fast interest is growing, not a quality score. Star growth looks organic. Data as of October 1, 2026, 02:51 UTC.

Open on Seismograph Open on GitHub

About the project

Hands-on notes on running VGGT and Depth Anything 3 on an 8 GB laptop GPU: model outputs, depth comparison, and licensing.

Useful for

Understand which fields VGGT returns and what each means
Compare depth scale between VGGT and DA3 on your own photos
Estimate VRAM requirements before running the models

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

The repository is 6 days old and already has 73 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
Top new repositories this week: #188.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 73
Today: 0 · ≈ 0 by evening
Forks: 4
Issues and pull requests: 0
Watchers: 3
Language: Python
Created: September 25, 2026
Last push: September 25, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

October 1, 2026Top new repositories this week: #185

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/kzf666-byte/vggt-da3-notes.svg?lang=en)](https://gitnova.dev/en/r/kzf666-byte/vggt-da3-notes)

More in this category

7.0
OpSafari/hypoarena
Fully offline workbench for testing components of scientific hypothesis-discovery pipelines: hypothesis/evidence graphs, synthetic literature with planted causal chains, paraphrase dedup, Elo tournaments, and Bayesian…

Early signalScience & researchPython+0 stars today, ≈ 365 by evening
4.0
OpSafari/laborix
Offline orchestrator for experiment pipelines: versioned plan DSL with dependency DAGs, deterministic checkpoint/resumable executor, tamper-evident provenance ledger, UCB1/Thompson schedulers with measured regret,…

Early signalScience & researchPython+0 stars today, ≈ 20 by evening
2.7
latticeverse/LatticeVerse
An umbrella research map and integration layer for lattice metamaterials: links papers and implementations for geometry modeling, physics simulation, inverse design, and manufacturing-aware optimization.

Early signalScience & research+0 stars today, ≈ 26 by evening
2.2
aipoch/open-science
Local-first desktop workbench for scientific research with AI agents: runs Python/R, connects scientific data sources, and tracks artifact provenance for reproducibility.

CoolingScience & researchTypeScript+0 stars today, ≈ 26 by evening
1.4
amap-cvlab/ABot-Recon
ABot-Recon is a streaming 3D reconstruction model that uses a fixed 12-frame local context per step, predicting a point map and adjacent relative pose, then composing them into a global trajectory and point cloud.

SteadyScience & researchPython+0 stars today, ≈ 11 by evening
1.2
SkadenAI/skaden
Skaden is a standalone CLI for quantum software development: run inside a project to inspect code, compile and simulate OpenQASM circuits, diagnose environments, and preserve evidence. Models propose actions while…

SteadyScience & researchPython+0 stars today, ≈ 0 by evening