MachineLP

MachineLP's starred repositories

ffmpeg_hw_decode

video stream hardware decoding and color space conversion by ffmpeg and cuda. thread safe.

Language:C9400

A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.

Language:PythonMIT337400

PaddleSeg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

Language:PythonApache-2.0836200

PP-HumanSeg-opencv-onnxrun

分别使用OpenCV、ONNXRuntime部署PP-HumanSeg肖像分割模型，包含C++和Python两个版本的程序

Language:C++2400

tflite-micro

Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

Language:C++Apache-2.0171900

ColossalAI

Making large AI models cheaper, faster and more accessible

Language:PythonApache-2.03817100

coremltools

Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.

Language:PythonBSD-3-Clause416200

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

Language:C++Apache-2.02592400

ffmpegcv

The ffmpegcv is a ffmpeg backbone for open-cv like Video Reader and Writer

Language:Python13300

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Language:PythonMIT3376000

MNN_Demo

🥭 移动端MNN部署学习笔记。支持Android与iOS。

Language:C++GPL-3.08400

TNN

TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

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ncnn-portrait-segmentation

⚡️Real-time portrait segmentation

Language:C++MIT4400

XNNPACK

High-efficiency floating-point neural network inference operators for mobile, server, and Web

Language:CNOASSERTION174500

DAMO-YOLO

DAMO-YOLO: a fast and accurate object detection method with some new techs, including NAS backbones, efficient RepGFPN, ZeroHead, AlignedOTA, and distillation enhancement.

Language:PythonApache-2.0370800

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Language:PythonMIT1318000

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

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awesome-pretrained-chinese-nlp-models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型&大模型&多模态模型&大语言模型集合

Language:PythonMIT438600

ml-neuman

Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)

Language:PythonNOASSERTION124600

ChatYuan

ChatYuan: Large Language Model for Dialogue in Chinese and English

Language:PythonNOASSERTION189400

VulkanTutorialCN

Vulkan中文教程

Language:TeXMIT61200

FastDeploy

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

Language:C++Apache-2.0278600