PINTO0309
Deeplearning, Machinelearning, IoT
Annotation
OnnxGraphQt - Practice ONNX editing operations with GUI
Stereo Depth HITNet, onnxruntime-gpu TensorRT 8.2.2.1 custom build
Person Attribute Recognition Sample, OpenVINO FP32 CPU only + 1280x720 + C++
MobileNetV3 + DBFace + Fisheye USB Camera + OpenVINO FP16 + CPU only
Jetson Nano + GPU (OpenGL ES3.2) + MediaPipe + FaceMesh + Python 3.6
Jetson Nano + GPU (OpenGL ES3.2) + MediaPipe + FaceDetection + Python 3.6
Jetson Nano + GPU (OpenGL ES3.2) + MediaPipe + Pose + Python 3.6
Jetson Nano + GPU (OpenGL ES3.2) + MediaPipe + Selfie Segmentation + Python 3.6
Jetson Nano + GPU (OpenGL ES3.2) + MediaPipe + HandPose + Python 3.6
RaspberryPi4 CPU only + RaspberryPi OS 64bit + Python3.7 + MediaPipe Hand Detection, 9 FPS
Head Pose Estimation - OpenCV
1 year GitHub commit history for PINTO0309 - 3D STL
CenterNet MobileNetV2 FPN Keypoints 320x320 Float32 + TFLite 20 Threads
OpenVINO + Open3D + BlazePose 3D + USB Camera
TensorSpace.js - YoloV2
Generate saved_model,tfjs,tf-trt,TPU,CoreML,Qauntized tflite,ONNX,OpenVINO,blob and pb from .tflite.
MODNet - WebCam-Based Portrait Video Matting Demo 512x672
Santa Cypher - A silly encoder that converts (poorly) between text and Santa laughing.
NanoDet "Super fast and lightweight anchor-free object detection model. Real-time on mobile devices"
3D Bounding Box Estimation for Autonomous Drinving
Facial Cartoonization, 60FPS, OpenVINO FP16, Corei7 CPU only, without GPU
3D Human Pose Estimation + Tensorflow.js + Browser + WebGL
BiSeNetV2 448x448 (Semantic Segmentation) + OpenVINO FP16 + Corei7 CPU only + USB Camera 640x480
Tensorflow Lite + DBFace INT8 Quantization 256x256 + RaspberryPi4 CPU 4 threads + USB Camera 640x480
OpenVINO + OpenCV Text Detection FP16 + NCS2 (MYRIAD) Reflects the rotation angle of the text
OpenCV Text Detection (EAST text detector) 320x320 + EdgeTPU
OpenVINO + OpenCV Text Detection (EAST text detector) FP16 + NCS2 (MYRIAD)
OpenVINO + OpenCV Text Detection (EAST text detector) FP16 + x86 CPU only
OpenVINO + Mobile DeeplabV3-plus (MobileNetV3) FP16 + NCS2 (MYRIAD)