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Approach to extract motion paths (trajectories) of vehicles and pedestrians from videos (Multiple object detection & tracking)
joint detection and semantic segmentation, based on ultralytics/yolov5,
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥
Nanodet TensorRT demo C++ version
nanodet_rknn on rk3399pro platform
OneNet: End-to-End One-Stage Object Detection
Simplify your onnx model
A simply tutorial for learning opencv4.0 with python (English&Chinese), and will keep the update ! 👊
Multi-platform high performance deep learning inference engine (『飞桨』多平台高性能深度学习预测引擎)
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
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.
Light-weight model with NCNN inference for person/pedestrian detection.
Perspective Projection-Based 3D CT Reconstruction from Biplanar X-rays (ICASSP 2023)
A REAL-TIME 3D detection network [Pointpillars] compiled by CUDA/TensorRT/C++.
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
PyTorch ,ONNX and TensorRT implementation of YOLOv4
Implementation of some classification models with pytorch, including SENet, ResNet, DenseNet, etc.
移动端实时疲劳驾驶检测
Official Pytorch Implementation of Relational Self-Attention, NeurIPS 2021
A collection of loss functions for medical image segmentation
Semantic Segmentation in Pytorch.Network include UNet、ENet、ESPNet、ESPNet_v2、ERFNet、DABNet、BiSeNetV2、PSPNet、DeeplabV3Plus
Segmentation models with pretrained backbones. PyTorch.
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
This is just a simple implementation of "CenterNet:Objects as Points"
[ECCV 2022] ST-P3, an end-to-end vision-based autonomous driving framework via spatial-temporal feature learning.
Stronger SSD & YOLO v3
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.