GitNova

GitHub seismograph — discoveries and growing interest

shitagaki-lab/see-through

Generative mediaPython
Total stars
5,082
Today
+20since 11:23 UTC
Open on GitHub My finds →
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"Single-image Layer Decomposition for Anime Characters" (SIGGRAPH 2026 Conference Paper)

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About the project

A research project that decomposes a single anime illustration into semantic layers (up to 23: hair, face, eyes, clothing, etc.) with inpainting of occluded regions and inferred drawing order, exporting the result as a PSD.

Useful for
  • Decompose an anime illustration into PSD layers for later animation or character rigging
  • Split a character by depth or left-right via heuristic_partseg for targeted edits
  • Run the pipeline on 8-12 GB VRAM using group_offload or NF4 quantization

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

3.6 Breakout Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 28, 2026, 15:24 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

060120July 31, 2026October 28, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-28 (UTC), 11:23–15:10: 5062 → 5082 stars (+20). This is the change over that interval.
  • Estimated end-of-day forecast: about +41 stars, using observed gains and the previous day.
  • Over the last two days the pace is 3.7× that of the previous week and a half.
  • Elevated gains were measured on the last 2 completed UTC days in a row. Continued growth is not guaranteed.
  • GitHub Trending Python today: #9, +78 stars.
  • About 7 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 307. +109% versus the preceding 7 days.

Daily measurements · UTC
October 21, 2026
26
October 22, 2026
19
October 23, 2026
8
October 24, 2026
19
October 25, 2026
23
October 26, 2026
106
October 27, 2026
106

Largest measured day in the last 30 days: 106 · October 26, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 28, 2026, 15:23 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
5,082
Today
+20 stars measured 2026-10-28, 11:23–15:10 UTC, ≈ 41 by evening
Forks
448
Issues and pull requests
46
Watchers
38
Language
Python
License
Apache-2.0
Created
March 31, 2026
Last push
October 5, 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
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GitNova: 3.6
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