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@DefTruth

DefTruth

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Registered about 7 years ago
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C++
84.6 %

Python
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Location 🇨🇳 China
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C++
72

CMake 183

Python
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lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOv5, YOLOX, YOLOP, YOLOv6, YOLOR, MODNet, YOLOX, YOLOv7, YOLOv8. MNN, NCNN, TNN, ONNXRuntime.

statistic-learning-R-note

统计学习方法李航：学习笔记 200 页 PDF，机器学习算法详解，代码实现

torchlm

💎A pipeline for face landmarks detection, can install via pip.

rvm-toolkit

🔥RobustVideoMatting with ONNXRuntime/MNN/NCNN/TNN

yolov5face-toolkit

🍅 YOLO5Face 2021 with MNN/NCNN/TNN/ONNXRuntime

LLMs-Open-Papers-as-Book

💻持续更新：将自己关注的一些LLM论文成册，偏优化，PDF格式，带标签；包含MQA、GQA、RoPE、SmoothQuant、WINT8/4、Continuous Batching（动态插入）、FP8、FlashAttention 1/2等。

nanodet.lite.ai.toolkit

🍅🍅NanoDet、NanoDet-Plus with ONNXRuntime/MNN/TNN/NCNN C++. (https://github.com/DefTruth/lite.ai.toolkit)

fsanet.lite.ai.toolkit

🍅🍅FSANet: 1 Mb!! Head Pose Estimation with MNN、TNN and ONNXRuntime C++. (https://github.com/DefTruth/lite.ai.toolkit)

scrfd.lite.ai.toolkit

🍅🍅 Super fast accurate face detector ! SCRFD(CVPR 2021) with MNN/TNN/NCNN/ONNXRuntime C++. (https://github.com/DefTruth/lite.ai.toolkit)

YOLOX.lite.ai.toolkit

🚀🚀🌟 YOLOX with NCNN/MNN/TNN/ONNXRuntime C++. (https://github.com/DefTruth/lite.ai.toolkit)

lite.ai.toolkit.demo

Demos for how to use the shared libs of Lite.AI.ToolKit🚀🚀🌟. (https://github.com/DefTruth/lite.ai.toolkit)

YOLOP.lite.ai.toolkit

🚀🚀🌟 YOLOP with ONNXRuntime C++/MNN/TNN/NCNN (https://github.com/DefTruth/lite.ai.toolkit)

MGMatting.lite.ai.toolkit

🍅MGMatting with MNN/TNN/ONNXRuntime C++, GPU/CPU, support dynamic shape. (https://github.com/DefTruth/lite.ai.toolkit)

simd-notebook

A brief notebook of SIMD (NEON/SSE/AVX).

DefTruth

ssrnet.lite.ai.toolkit

🍅🍅 SSRNet: 190 Kb!! Super fast Age Estimation with MNN/TNN/ONNXRuntime C++. (https://github.com/DefTruth/lite.ai.toolkit)

nms.lite.ai.toolkit

🚀 A lite C++ implementation of hard_nms、soft_nms、blend_nms etc.

PTX-ISA-8.2-zh

中文翻译 + 部分个人理解: CUDA 12.2 PTX-ISA-8.2 汇编指令

awesome-blendshapes

❤️ 📖 A list of papers about BlendShapes😜~

awesome-3d-face-reconstruction

❤️ 📖 A list of papers about 3d face reconstruction 😜~

ARMv9-ACLE-SVE2-zh

中文翻译 + 部分个人理解: ARMv9 SVE/SVE2 内联函数

lite.ai.toolkit.java

Lite.AI.ToolKit.Java 🚀🚀🌟 is a pure Java version of Lite.AI.ToolKit. (https://github.com/DefTruth/lite.ai.toolkit)

awesome-mnn

mattematte

👹 mattematte: A C++ ToolKit for matting, segmentation, SR and colorization with MNN, ONNXRuntime and Vulkan.