GitNova

GitHub seismograph — discoveries and growing interest

Tencent/ncnn

Language modelsC++#inference#high-preformance#simd#arm-neon#deep-learning
Total stars
23,935
Today · UTC
+1since 11:04 UTC
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ncnn is a high-performance neural network inference framework optimized for the mobile platform

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About the project

High-performance C++ neural network inference framework for deploying deep learning models on mobile, embedded and desktop devices, with CPU/Vulkan GPU backends and the pnnx converter for PyTorch and ONNX models.

Useful for
  • Convert a PyTorch or ONNX model to ncnn with pnnx and run inference on an Android or iOS app
  • Embed an int8-quantized CNN detector into an embedded edge device without third-party runtime deps
  • Speed up CPU inference on ARM devices using NEON and multi-core scheduling

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

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

Star growth looks organic. Data as of October 11, 2026, 11:56 UTC.

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

Stars per day

0815July 14, 2026October 11, 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 2026-10-11 (UTC), 11:04–11:54: 23934 → 23935 stars (+1). This is the change over that interval.
  • Estimated end-of-day forecast: about +2 stars, using observed gains and the previous day.
  • GitHub Trending C++ today: #14, +1 star.

Measured growth: the last 7 completed days

New stars over 7 days: 29. -22% versus the preceding 7 days.

Daily measurements · UTC
October 4, 2026
2
October 5, 2026
1
October 6, 2026
5
October 7, 2026
6
October 8, 2026
7
October 9, 2026
6
October 10, 2026
2

Largest measured day in the last 30 days: 11 · September 22, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 11, 2026, 11:56 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
23,935
Today
+1 star measured 2026-10-11, 11:04–11:54 UTC, ≈ 2 by evening
Forks
4,522
Issues and pull requests
6,909
Watchers
569
Language
C++
Latest release
20260526 · May 26, 2026
Created
June 30, 2017
Last push
October 10, 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.

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