dev233,github

mvision

机器人视觉移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习无人驾驶

mx-lsoftmax

mxnet version of Large-Margin Softmax Loss for Convolutional Neural Networks.

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

neuronika

Tensors and dynamic neural networks in pure Rust.

nni

An open source AutoML toolkit for neural architecture search, model compression and hyper-parameter tuning.

object-detection-metrics

Most popular metrics used to evaluate object detection algorithms.

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

oneflow

OneFlow is a performance-centered and open-source deep learning framework.

openface

Face recognition with deep neural networks.

A repository that shares tuning results of trained models generated by TensorFlow / Keras. Post-training quantization (Weight Quantization, Integer Quantization, Full Integer Quantization, Float16 Quantization), Quantization-aware training. TensorFlow Lite. OpenVINO. CoreML. TensorFlow.js. TF-TRT. MediaPipe. ONNX. [.tflite,.h5,.pb,saved_model,tfjs,tftrt,mlmodel,.xml/.bin, .onnx]

pip-pop

Tools for managing requirements files.

play-leetcode

My Solutions to Leetcode problems. All solutions support C++ language, some support Java and Python. Multiple solutions will be given by most problems. Enjoy:) 我的Leetcode解答。所有的问题都支持C++语言，一部分问题支持Java语言。近乎所有问题都会提供多个算法解决。大家加油！：）

pointpillars_multihead_40fps

A REAL-TIME 3D detection network [Pointpillars] compiled by CUDA/TensorRT/C++.

portrait-segmentation

Real-time portrait segmentation for mobile devices

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pythonrobotics

Python sample codes for robotics algorithms.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-adacos

PyTorch implementation of AdaCos

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-memonger

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

pytorch-nlu

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任务，支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

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