ncnn ☆
« Back to VersTracker
Description:
High-performance neural network inference framework
Type: Formula  |  Latest Version: 20250916@1  |  Tracked Since: Nov 15, 2025
Links: Homepage  |  formulae.brew.sh
Category: Ai ml
Tags: ai machine-learning inference neural-network computer-vision edge-computing
Install: brew install ncnn
About:
ncnn is a high-performance neural network inference framework optimized for mobile and embedded devices. It is designed to run AI models efficiently without external dependencies, leveraging Vulkan, Metal, and OpenGL for cross-platform acceleration. This makes it ideal for deploying computer vision and other deep learning applications directly on edge devices.
Key Features:
  • Zero dependencies and highly portable
  • Hardware acceleration via Vulkan, Metal, and OpenGL
  • Optimized for ARM architectures (NEON, iOS Metal)
  • Supports popular model formats like PyTorch, TensorFlow, and ONNX
Use Cases:
  • Deploying computer vision models on smartphones and IoT devices
  • Running real-time AI inference in resource-constrained environments
  • Integrating AI features into mobile games and applications
Alternatives:
  • TensorFlow Lite – ncnn is generally lighter and more focused on mobile performance without the full Google ecosystem overhead.
  • ONNX Runtime – ncnn is specifically optimized for mobile hardware and edge deployment, whereas ONNX Runtime is broader and server-focused.
Version History
Detected Version Rev Change Commit
Jan 13, 2026 8:03am 1 REVISION_ONLY 4ebd542e
Jan 13, 2026 5:21am 0 REVISION_ONLY 8fdc97cd
Jan 11, 2026 10:54am 5 REVISION_ONLY 503c0a86
Nov 15, 2025 1:27am 3 VERSION_BUMP 42b1bd97
Sep 26, 2025 1:52am 1 VERSION_BUMP 2a6f6d9d
Sep 25, 2025 7:26pm 1 VERSION_BUMP b46a84e6
Sep 16, 2025 5:58am 0 VERSION_BUMP 80e951b7
Sep 16, 2025 5:18am 0 VERSION_BUMP 569401fb
Jan 10, 2025 5:04am 1 VERSION_BUMP 1542b888
Nov 3, 2024 2:07pm 5 VERSION_BUMP 0740190c
Sep 26, 2024 2:28pm 4 REVISION_ONLY bd1983f3
Sep 26, 2024 7:06am 4 REVISION_ONLY 425370ee
Sep 26, 2024 5:19am 3 VERSION_BUMP ce49b86c
Sep 14, 2024 7:50am 2 VERSION_BUMP 5f3e7eac
Sep 12, 2024 11:34am 1 VERSION_BUMP 30ffe342
Sep 6, 2024 4:01am 1 VERSION_BUMP bde80f7c
Aug 2, 2024 10:52pm 3 VERSION_BUMP de0acdc9
Feb 17, 2024 5:45pm 2 VERSION_BUMP af6f55b5
Feb 17, 2024 10:21am 2 VERSION_BUMP 63bb6af8
Jan 18, 2024 11:14am 1 VERSION_BUMP 327e0f15
Jan 18, 2024 9:04am 1 VERSION_BUMP aa94cb42
Jan 2, 2024 12:40pm 0 VERSION_BUMP 1f92b59b
Jan 2, 2024 12:04pm 0 VERSION_BUMP 5d971e47
Nov 18, 2023 3:23pm 2 VERSION_BUMP 893f2a83
Nov 18, 2023 3:13pm 2 VERSION_BUMP d65ecc27
Oct 8, 2023 10:17am 4 VERSION_BUMP ea64c2dd
Aug 30, 2023 8:55pm 2 VERSION_BUMP 788460b3
Aug 29, 2023 4:33am 1 VERSION_BUMP 646c46af
Aug 28, 2023 11:22pm 1 VERSION_BUMP 489341ef
Jun 6, 2023 9:48pm 1 VERSION_BUMP ea6cdb2c
Jun 6, 2023 12:00pm 1 VERSION_BUMP 0cee92ca
May 17, 2023 7:43pm 0 VERSION_BUMP 5c22002e
Feb 23, 2023 1:18pm 0 VERSION_BUMP d2b44ba0
Feb 23, 2023 1:18pm 0 VERSION_BUMP f5565e62
Dec 3, 2022 11:19pm 0 VERSION_BUMP c6f4405b
« Back to VersTracker  |  Browse Packages  |  About