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Katsuya Hyodo's Projects

streamyolo icon streamyolo

Real-time Object Detection for Streaming Perception, CVPR 2022

svs4onnx icon svs4onnx

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

swinir icon swinir

SwinIR: Image Restoration Using Swin Transformer (official repository)

tbbonamd64x86x64 icon tbbonamd64x86x64

UbuntuへのTBB(Intel Threading Building Blocks)導入用debパッケージ保管庫

tbbonarmv7 icon tbbonarmv7

RaspberryPi3へのTBB(Intel Threading Building Blocks)導入用debパッケージ保管庫

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-bin icon tensorflow-bin

Prebuilt binary with Tensorflow Lite enabled. For RaspberryPi / Jetson Nano. Support for custom operations in MediaPipe. XNNPACK, XNNPACK Multi-Threads, FlexDelegate.

tensorflow-enet icon tensorflow-enet

TensorFlow implementation of ENet (Support for GPU/CPU mode, slimming of meta file and pb file generation) I added a correspondence to CPU mode and Freeze Graph, RaspberryPi correspondence to kwotsin/TensorFlow-ENet. Tensorflow 1.11.0

tensorflowlite-bin icon tensorflowlite-bin

Prebuilt binary for TensorFlowLite's standalone installer. For RaspberryPi. A very lightweight installer. I provide a FlexDelegate, MediaPipe Custom OP and XNNPACK enabled binary.

tensorflowlite-unet icon tensorflowlite-unet

Implementation of UNet by Tensorflow Lite. Semantic segmentation without using GPU with RaspberryPi + Python. In order to maximize the learning efficiency of the model, this learns only the "Person" class of VOC2012. And Comparison with ENet.

tflite-input-output-rewriter icon tflite-input-output-rewriter

This tool displays tflite signatures and rewrites the input/output OP name to the name of the signature. There is no need to install TensorFlow or TFLite.

tflite2json2tflite icon tflite2json2tflite

Convert tflite to JSON and make it editable in the IDE. It also converts the edited JSON back to tflite binary.

tflite2tensorflow icon 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.

tflite_gles_app icon tflite_gles_app

GPU accelerated deep learning inference applications using TensorflowLite GPUDelegate / TensorRT

tinyyolo icon tinyyolo

Challenge the marginal performance of YoloV2 + Neural Compute Stick + RaspberryPi YoloV2+Neural Compute Stick(NCS)+Raspberry Piの限界性能に挑戦

topformer icon topformer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022

torch_stft icon torch_stft

PyTorch-based implementations of short-time Fourier transform

tpu-mobilenetssd icon tpu-mobilenetssd

Edge TPU Accelerator / Multi-TPU + MobileNet-SSD v2 + Python + Async + LattePandaAlpha/RaspberryPi3/LaptopPC

tpu-posenet icon tpu-posenet

Edge TPU Accelerator / Multi-TPU / Multi-Model + Posenet/DeeplabV3/MobileNet-SSD + Python + Sync / Async + LaptopPC / RaspberryPi

uie-wd_code icon uie-wd_code

PyTorch implementation for "A Wavelet-based Dual-stream Network for Underwater Image Enhancement", ICASSP, 2022.

urdf icon urdf

Repository for URDF parsing code

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