# solidsf-inc/solidcv

> A pure-Rust OpenCV replacement with zero FFI: classical 2D/3D vision, stereo reconstruction, and mechanistic interpretability for LLMs/VLMs with hardware kernels for Apple Silicon and NVIDIA.

- Magnitude: 5.3 out of 10 — Early signal
- Stars: 137 total · +29 stars measured 2026-10-19, 08:26–10:41 UTC, ≈ 73 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Rust · License: Apache-2.0 · Created: 2026-10-18 · Last push: 2026-10-18
- GitHub: https://github.com/solidsf-inc/solidcv · Page: https://gitnova.dev/en/r/solidsf-inc/solidcv

## Useful for

- Replace C++ libopencv in a Rust project without native build chains
- Cut VLM patch tokens by reusing KV-cache for static frames
- Speed up SAE probing via 1-bit binary activation signatures

## Why it’s here

- Star-counter measurements on 2026-10-19 (UTC), 08:26–10:41: 108 → 137 stars (+29). This is the change over that interval.
- Estimated end-of-day forecast: about +73 stars, using observed gains and the previous day.
- The repository is 1 day old and already has 137 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #146.
- About 38 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: 17
- Issues and pull requests: 0
- Watchers: 2
- Average over the last week: 84 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 10

## Stars per day, last 2 days (oldest → newest, today is partial)

2026-10-18 … 2026-10-19: 95, 29

## Spotted in now

- Top new repositories this week: #146

## More in this category

1. **jatechan/ai-data-extractor** — 6.2 · Early signal · Language models · Python · +81 stars measured 2026-10-19, 00:05–10:40 UTC, ≈ 181 by evening
   Python tool that extracts local chat histories from AI coding assistants (Claude Code, Cursor, Windsurf, Aider, Cline/Roo Code and more) into a unified JSONL format for fine-tuning, analytics, or backup.
   Full card: https://gitnova.dev/en/r/jatechan/ai-data-extractor.md
2. **mistralai/timestral** — 5.3 · Early signal · Language models · Python · +62 stars measured 2026-10-19, 00:06–10:41 UTC, ≈ 134 by evening
   A family of pretrained foundation models for multivariate probabilistic time series forecasting with covariate support. Enables zero-shot forecasting on CPU or GPU without training.
   Full card: https://gitnova.dev/en/r/mistralai/timestral.md
3. **nace-ai/kapitsa** — 4.5 · Early signal · Language models · C++ · +18 stars measured 2026-10-19, 05:36–10:41 UTC, ≈ 61 by evening
   Apple Silicon optimized inference engine for Qwen and Nemotron models with OpenAI- and Anthropic-compatible APIs. Runs local LLMs on Mac via CLI and a web chat.
   Full card: https://gitnova.dev/en/r/nace-ai/kapitsa.md
4. **Niko1221/Strata** — 4.4 · Steady · Language models · C++ · +356 stars measured 2026-10-19, 00:06–10:42 UTC, ≈ 745 by evening
   A C++ local inference engine that runs the 125B MoE model Qwen3.8-Flash-Next on a regular PC with one NVIDIA GPU (12-24 GB) and 64 GB RAM, exposing an OpenAI/Anthropic-compatible API on localhost.
   Full card: https://gitnova.dev/en/r/Niko1221/Strata.md
5. **chenglou/handwired** — 4.3 · Cooling · Language models · TypeScript · +38 stars measured 2026-10-19, 00:06–10:41 UTC, ≈ 78 by evening
   Turns regular JavaScript code into a differentiable neural net: if-else, loops and state are compiled into matrix multiplications and ReLU with no training. Runs on JS or WebGPU.
   Full card: https://gitnova.dev/en/r/chenglou/handwired.md

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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 2026-10-19 10:54 UTC, updated every 30 minutes.