jiankaiwang
A ML/AI engineer, IT developer, IoT maker, system biologist, traveler, guitar player.
Taiwan
Pinned Repositories
distributed_training
This repository is a tutorial targeting how to train a deep neural network model in a higher efficient way. In this repository, we focus on two main frameworks that are Keras and Tensorflow.
FirstPersonController
a tutorial for first person controller on unity
Flask_Video_Streaming_for_Object_Detection
the simple example for object detection to the video streaming via flask server
ioutracker
IOUTracker implements a tracking algorithm or method to track objects based on their Intersection-Over-Union (IOU) information across the consecutive frames.
mlflow-basis
build a docker image for mlflow
NextGenerationSequencing
Construct a flow to analyze NGS data based on R, Perl, and Python.
scai
Simple Cloud-AI (SCAI) is a simple Restful API server for AI image recognition.
sophia
The sophia project is the coding-based tutorial for machine intelligence (MI) and artificial intelligence (AI).
TF_ObjectDetection_Flow
The tutorial is the workflow from labeling objects, building a object detection model in tensorflow, training it locally, and then using it on python.
jiankaiwang's Repositories
jiankaiwang/FirstPersonController
a tutorial for first person controller on unity
jiankaiwang/sophia
The sophia project is the coding-based tutorial for machine intelligence (MI) and artificial intelligence (AI).
jiankaiwang/aiot
In this repository, we introduce several edge-AI platforms and demonstrate how to use them from scratch. Most of them are expanded from the concept of IoT.
jiankaiwang/cpp-builder
The C++ builder is a tutorial for demonstrating how to build a C++-based project by different approaches.
jiankaiwang/docker_practice
Learn and understand Docker, with real DevOps practice!
jiankaiwang/ITHandbook
Since 2005, the integration of information technology, communication technology, and internet of things becomes more popular. Leading companies are building their own top-to-down, upstream-to-downstream ecosystems. The integrated solutions are adopted and deployed more and more, from smart home to smart city (AI, drone, traffic system, etc.) . In the handbook, we try to implement several integrated ecosystems to address different issues and record the process or know-how. Please enjoy it.
jiankaiwang/k8s-basis
In this repository, we address the issues of how to use Kubernetes with real cases. We start from the basic objects in Kubernetes, Pods, deployments, and Services. This repository is also a tutorial for those with advanced containerization skills trying to step into the Kubernetes.
jiankaiwang/mljs
Mljs is focusing on the coding tutorial to machine learning and deep learning.
jiankaiwang/word_level_audio_recognition
a simple audio recognition of the level of word
jiankaiwang/android_camerax
building the camera by using CameraX on android
jiankaiwang/avx
accelerating using AVX
jiankaiwang/cpy
Building the interface between C++ and Python
jiankaiwang/docs
TensorFlow documentation
jiankaiwang/face_camerax_mlkit
The repository shows how to detect the face on the camera by using the MLKit and CameraX.
jiankaiwang/GCPNotes
Quick Notes for Google Cloud Platform
jiankaiwang/java-builder
The Java builder is a tutorial for demonstrating how to build the Java-based projects by different approaches.
jiankaiwang/jiankaiwang.github.io
the personal website, and redirected from jiankaiwang.no-ip.biz
jiankaiwang/models
Models and examples built with TensorFlow
jiankaiwang/neon
accelerating using NEON
jiankaiwang/pi_camerav2
build the camera application by using the Raspberry Pi Camera V2
jiankaiwang/ProfessionalCamera
Camera in the professional mode of 3A by using camerax
jiankaiwang/registry-cleaner
Build an automatic cleaner for the docker registry.
jiankaiwang/SimpleCamera
The repository shows how to build a camera app by using CameraX.
jiankaiwang/Swift4Tensorflow
[DEPRECATED] Google has abandoned developing Swift package of Tensorflow.
jiankaiwang/tensorflow
An Open Source Machine Learning Framework for Everyone
jiankaiwang/using-grpc
In the repository, I will show you how the gRPC works.
jiankaiwang/using-jwt
In the repository, I demo the core idea of how JWT works.
jiankaiwang/using-opencv
The repository demonstrates how to use OpenCV.
jiankaiwang/using-protobuf
In the repository, I demo how to use protocol buffers.
jiankaiwang/websocket
The repository shows how to establish WebSocket on Python and Javascript.