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Katsuya Hyodo's Projects

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.

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

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

vatic icon vatic

Efficiently Scaling Up Video Annotation with Crowdsourced Marketplaces. IJCV 2012

vc4cl icon vc4cl

OpenCL implementation running on the VideoCore IV GPU of the Raspberry Pi models

video_stream_opencv icon video_stream_opencv

A package to open video streams and publish them in ROS using the opencv videocapture mechanism

vins-mono icon vins-mono

A Robust and Versatile Monocular Visual-Inertial State Estimator

vipnas icon vipnas

The official repo for CVPR2021——ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search.

vott icon vott

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

yolact_edge_onnx_tensorrt_myriad icon 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.

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