zjj-2015 Goto Github PK

lamboisenet

Master thesis about change detection in satellite imagery using Deep Learning

land-cover

Code for training and testing deep learning based land cover models.

landcover

Land Cover Mapping

librarymanagedesktopapp

libtorch-yolov5

A LibTorch inference implementation of the yolov5

lite.ai.toolkit

🛠 A lite C++ toolkit of awesome AI models with ONNXRuntime, NCNN, MNN and TNN. YOLOX, YOLOP, YOLOv5, YOLOR, NanoDet, YOLOX, SCRFD, YOLOX . MNN, NCNN, TNN, ONNXRuntime, CPU/GPU.

m2det

M2Det: A Single-Shot Object Detector based on Multi-Level Feature Pyramid Network

machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(1000+页)和视频链接

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

mmdetection-to-tensorrt

convert mmdetection model to tensorrt, support fp16, int8, batch input, dynamic shape etc.

models

Models and examples built with TensorFlow

models-1

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

mtcnn

multi-camera-live-object-tracking

Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.

mumbai-slum-segmentation

Mumbai slum segmentation and change detection on statellite images.

my_orc_keras_verification_code_identification

本项目实现了ocr主流算法gru/lstm+ctc+cnn架构，进行不定长度验证码识别，达到不分割字符而识别验证码内容的效果。验证码内容包含了大小字母以及数字，并增加点、线、颜色、位置、字体等干扰项。本项目对gru +ctc+cnn、lstm+ctc+cnn、cnn三种架构进行了对比，实践说明同等训练下gru/lstm+ctc+cnn架构准确率和速度均明显优于cnn架构，gru +ctc+cnn优于lstm+ctc+cnn，在实验2500个样本数据200轮训练时，gru +ctc+cnn架构在500样本测试准确率达90.2%。本项目技术能够训练长序列的ocr识别，更换数据集和相关调整，即可用于比如身份证号码、车牌、手机号、邮编等识别任务，也可用于汉字识别。

naic_ai-rs

全国人工智能大赛 遥感影像赛道 第14名解决方案

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

ncnn

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

nginx-http-flv-module

Media streaming server based on nginx-rtmp-module. In addtion to the features nginx-rtmp-module provides, HTTP-FLV, GOP cache and VHOST (one IP for multi domain names) are supported now.

node-media-server

A Node.js implementation of RTMP/HTTP-FLV/WS-FLV/HLS/DASH/MP4 Media Server

nyc-taxi-data

Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database

ocrcn_tf2

TensorFlow2.0的中文汉字手写体识别！OCR必备，欢迎star！

ocr_densenet

第一届西安交通大学人工智能实践大赛（2018AI实践大赛--图片文字识别）第一名；仅采用densenet识别图中文字

ocr_recognition

验证码识别,该模型是基于xlvector模型上进行加工,验证码内容包含了大小字母以及数字,采用lstm+warp-ctc+cnn达到不分割字符而识别验证码内容～

ocr_repo

文本检测、文本识别(cnn+ctc、crnn+ctc)

open-reid

Open source person re-identification library in python

openpano

OpenPano: Automatic Panorama Stitching From Scratch

paddleseg

End-to-End Image Segmentation Kits Based on PaddlePaddle. (『飞桨』图像分割开发套件）

pca4cd

The PCA4CD is a Qgis plugin to build the change detection layer using the principal components method