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stb single-file public domain libraries for C/C++
Distribute and run LLMs with a single file.
A fast image processing library with low memory needs.
An ultra-lightweight and blazing-fast Messaging Broker/Bus for IoT Edge & SDV
High-efficiency floating-point neural network inference operators for mobile, server, and Web
⚡ Based on yolo's ultra-lightweight universal target detection algorithm, the calculation amount is only 250mflops, the ncnn model size is only 666kb, the Raspberry Pi 3b can run up to 15fps+, and …
Python bindings for the Transformer models implemented in C/C++ using GGML library.
MMseqs2: ultra fast and sensitive search and clustering suite
An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)
flow-pilot is an openpilot based driver assistance system that runs on linux, windows and android powered machines.
MobileNetV2-YoloV3-Nano: 0.5BFlops 3MB HUAWEI P40: 6ms/img, YoloFace-500k:0.1Bflops 420KB:fire::fire::fire:
RIFE, Real-Time Intermediate Flow Estimation for Video Frame Interpolation implemented with ncnn library
Gibson Environments: Real-World Perception for Embodied Agents
[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 2…
real-cugan converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan
Accompanying library for the Record3D iOS app (https://record3d.app/). Allows you to receive RGBD stream from iOS devices with TrueDepth camera(s).
MLPerf® Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers
Light version of convolutional neural network Yolo v3 & v2 for objects detection with a minimum of dependencies (INT8-inference, BIT1-XNOR-inference)
Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others
Tiny Dream - An embedded, Header Only, Stable Diffusion C++ implementation
A Python module to decode video frames directly, using the FFmpeg C API.
A proof-of-concept (hack) to implement neural network inference on a very tiny 8-bit microcontroller.
YOLOv3_ReSAM:A Small Target Detection Method With Spatial Attention Module