# VictorButoi/FleXray

> A CLI tool and Python package for anatomical segmentation of X-ray images, outputting masks, probabilities and logits, with support for training custom models and an MCP server for AI clients.

- Magnitude: 1.4 out of 10 — Steady
- Stars: 63 total · +0 stars today, ≈ 4 by evening
- Star trust: star growth looks organic
- Category: Science & research · Language: Python · License: MIT · Created: 2026-09-22 · Last push: 2026-09-23
- GitHub: https://github.com/VictorButoi/FleXray · Homepage: https://flexray.csail.mit.edu/ · Page: https://gitnova.dev/en/r/VictorButoi/FleXray

## Useful for

- Segment a folder of X-ray images with flexify and save masks as .npy
- Train a custom segmentation model on 2D X-ray and CT volumes via fxr-train
- Connect the flexray MCP server to Claude to segment images on request

## Why it’s here

- 0 stars so far today, about 4 expected by the end of the day.
- The repository is 6 days old and already has 63 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- About 5 forks a day — people are taking the code.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 9
- Issues and pull requests: 3
- Watchers: 3
- Average over the last week: 10 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 0
- Latest release: v1.0.2 (2026-09-22)

## Stars per day, last 9 days (oldest → newest, today is partial)

2026-09-20 … 2026-09-28: 0, 0, 3, 5, 17, 23, 10, 5, 0

## More in this category

1. **aipoch/open-science** — 3.8 · Breakout · Science & research · TypeScript · +0 stars today, ≈ 173 by evening
   Local-first desktop workbench for scientific research with AI agents: runs Python/R, connects scientific data sources, and tracks artifact provenance for reproducibility.
   Full card: https://gitnova.dev/en/r/aipoch/open-science.md
2. **freemocap/freemocap** — 2.5 · Steady · Science & research · TypeScript · +0 stars today, ≈ 22 by evening
   Open-source motion capture system using cameras and computer vision, without expensive hardware. Aimed at scientific research, education, and training.
   Full card: https://gitnova.dev/en/r/freemocap/freemocap.md
3. **amap-cvlab/ABot-Recon** — 1.4 · Steady · Science & research · Python · +0 stars today, ≈ 11 by evening
   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.
   Full card: https://gitnova.dev/en/r/amap-cvlab/ABot-Recon.md
4. **eshin087/gcdatlas** — 1.4 · Cooling · Science & research · JavaScript · +0 stars today, ≈ 4 by evening
   An explorable WebGL atlas of the known universe where every frame is drawn with printable ASCII characters, from Earth to the edge of the observable universe. Planet, star and satellite positions are real; each object's look is a…
   Full card: https://gitnova.dev/en/r/eshin087/gcdatlas.md
5. **ashleyotooligan/ant-1** — 1.2 · Steady · Science & research · HTML · +0 stars today, ≈ 9 by evening
   A simulated ant with a recurrent neural controller in a 2D arena: it finds an odour source, records a food-location vector, and returns to its nest. An open laboratory for observing and intervening in the sensorimotor loop.
   Full card: https://gitnova.dev/en/r/ashleyotooligan/ant-1.md

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-09-28 02:13 UTC, updated every 30 minutes.