PINTO0309

openvino2tensorflow

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support.

tflite2tensorflow

Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.

scs4onnx

A very simple tool that compresses the overall size of the ONNX model by aggregating duplicate constant values as much as possible.

hand-gesture-recognition-using-onnx

This is a hand gesture recognition program that replaces the entire MediaPipe process with ONNX. Simultaneous detection of multiple palms and a simple tracker are additionally implemented. In addition, a simple MLP can learn and recognize gestures.

facemesh_onnx_tensorrt

Verify that the post-processing merged into FaceMesh works correctly. The object detection model can be anything other than BlazeFace. YOLOv4 and FaceMesh committed to this repository have modified post-processing.

yolact_edge_onnx_tensorrt_myriad

Provides a conversion flow for YOLACT_Edge to models compatible with ONNX, TensorRT, OpenVINO and Myriad (OAK). My own implementation of post-processing allows for e2e inference. Support for Multi-Class NonMaximumSuppression, CombinedNonMaxSuppression.

scc4onnx

Very simple NCHW and NHWC conversion tool for ONNX. Change to the specified input order for each and every input OP. Also, change the channel order of RGB and BGR. Simple Channel Converter for ONNX.

sio4onnx

Simple tool to change the INPUT and OUTPUT shape of ONNX.

Face_Mask_Augmentation

Masked Face Image Augmentation Tool for Dataset 300W-LP with 6D Head Pose Information.

simple_camera_capture

Very simple recording tool using only OpenCV. Automatically record the camera capture to mp4, press C key or left mouse button click captures the image.

snd4onnx

Simple node deletion tool for onnx.

soc4onnx

A very simple tool that forces a change in the opset of an ONNX graph. Simple Opset Changer for ONNX.

sna4onnx

Simple node addition tool for onnx. Simple Node Addition for ONNX.

Moving-Object-Detection-MOD-

SImply RANSAC find fundamental matrix method is applied to detect moving objects even when camera is under motion. Undistortion can be done in camera set of either fisheye or normal pinhole model.

ONNX-YOLOv7-Object-Detection

Python scripts performing object detection using the YOLOv7 model in ONNX.

sod4onnx

Simple model Output OP Deletion tools for ONNX.

Dehamer

depthai_general_user_docker

OnnxGraphQt

ONNX model visualizer

sde4onnx

Simple doc_string eraser for ONNX.

svs4onnx

A very simple tool to swap connections between output and input variables in an ONNX graph. Simple Variable Switch for ONNX.

torch_stft

PyTorch-based implementations of short-time Fourier transform

BEVerse

The official repository for BEVerse

DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

github-readme-stats

:zap: Dynamically generated stats for your github readmes

hand-gesture-recognition-using-mediapipe

MediaPipe(Python版)を用いて手の姿勢推定を行い、検出したキーポイントを用いて、簡易なMLPでハンドサインとフィンガージェスチャーを認識するサンプルプログラムです。（Estimate hand pose using MediaPipe(Python version). This is a sample program that recognizes hand signs and finger gestures with a simple MLP using the detected key points.）

Illumination-Adaptive-Transformer

[Arxiv 2022] Illumination Adaptive Transformer, a transformer model for real-time low light enhancement and exposure correction.

onnion

oxford-hands-to-yolo

Poseur

[ECCV 2022] The official repo for the paper "Poseur: Direct Human Pose Regression with Transformers".