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this repository accompanies the book "Grokking Deep Learning"
Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".
iterative closest point iteration registration using VTK
Image Guided Surgery Software Toolkit
Inverts a 4x4 landmark transformation, applies to VTK polydata and then performs affine ICP. Scalars are transferred
ITKGrowCut is a remote module for ITK. It segments a 3D image from user-provided foreground and background seeds.
An ITK module to compute 3D thickness
TubeTK is an open-source toolkit for the segmentation, registration, and analysis of tubes and surfaces in images, developed by Kitware, Inc.
Jerman's tubular (vessel) and spherical (blob) enhancement filters
Example of loading a Keras model into TensorRT C++ API
Train and test Unet in keras, deploy in openvino (c++), add pybind11 binding (for Python).
Lightweight models for real-time semantic segmentation(include mobilenetv1-v3, shufflenetv1-v2, igcv3, efficientnet).
This project uses a process known as segmentation to extract individual lung components from CT scans such as the airway, bronchioles, outer lung structure, and cancerous growths. Mathematical descriptions of these objects can be used for AI research, such as predicting benign vs malignant tumors to prevent unnecessary and invasive cancer treatments, early recognition of tumors, and modeling the growth rate of tumors.
training gradient descent model for 3D route optimization.
MATLAB sample codes for mobile robot navigation
AI Toolkit for Healthcare Imaging
An integrated SfM (Structure from Motion) and MVS (Multi-View Stereo) solution.
⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
Official Repo for the paper "Neighborhood Normalization for Robust Geometric Feature Learning" (CVPR 2021)
Non-rigid iterative closest point, nricp.
Pre-trained Deep Learning models and demos (high quality and extremely fast)
An optimized OpenCL implementation of Gradient Vector Flow (GVF) that runs on GPUs and CPUs for both 2D and 3D. For more details about the implementation, see the scientific article Real-time gradient vector flow on GPUs using OpenCL http://www.springerlink.com/content/v0071r27706u5135/
Common used path planning algorithms with animations.
A heterogeneous and fully parallel stereo matching algorithm for depth estimation, implementing a local adaptive support weight (ADSW) Guided Image Filter (GIF) cost aggregation stage. Developed in both C++ and OpenCL.
A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX
《Pytorch模型训练实用教程》中配套代码
Reimplement RetinaFace use C++ and TensorRT
code for Fast Point Cloud Registration with Optimal Transport
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.