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Katsuya Hyodo's Projects

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.

whisper-onnx-exporter icon whisper-onnx-exporter

Exports OpenAI Whisper speech recognition models to ONNX. Mainly intended for use with Echogarden.

whisper-onnxruntime-web-test icon whisper-onnxruntime-web-test

A repository that provides an environment for generating WASM binaries for onnxruntime-web and a demo environment for running the demo in a browser. Everything is done in Docker. This is a repository for reviewing the work steps required to convert ONNX to WASM and run it in a browser.

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.

yolotraindatagenerate icon yolotraindatagenerate

Procedures and tools for semi-mechanically automatically generating YoloV2 original learning data from video.

yolov8-browser icon yolov8-browser

Python scripts performing object detection using the YOLOv8 model in ONNX.

yolov9-qat icon yolov9-qat

Implementation of YOLOv9 QAT optimized for deployment on TensorRT platforms.

yolox icon yolox

YOLOX is a high-performance anchor-free YOLO. Exceeding yolov3~v5 with ONNX, TensorRT, ncnn, and Openvino supported.

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