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Poly-YOLO : YOLOv3를 위한 더 빠르고 정확한 검출 및 인스턴스 분할

June 3, 2020
mikado2
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GitLab: https://gitlab.com/irafm-ai/poly-yolo 논문: https://arxiv.org/pdf/2005.13243.pdf Poly-YOLO : YOLOv3를 위한 더 빠르고 정확한 검출 및 인스턴스 분할 (POLY-YOLO) 더 나은 성능을 제공하고 Poly-YOLO라는 인스턴스 세분화로 확장 된 [more…]

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NVIDIA Jetson Nano & Jetson inference – PART4 (CAM&YOLO3)

March 1, 2020
mikado2
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Base code : https://github.com/jkjung-avt/tensorrt_demos#yolov3 Updated Code : https://github.com/min-sangshik/tensorrt_demos [sample command]python3 trt_yolov3.py –model yolov3-608 –usb –vid 0 –width 1280 –height 720–file –filename test_video.mp4: a video file, [more…]

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NVIDIA Jetson Nano & Jetson inference – PART2 (Classification Training 2020/2/13)

February 10, 2020
mikado2
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A. Jetson-Nano에서 Training을 직접 시키는 방법 jetson-inference/python/training/classification : Classification은 설명이 자세히 나와있음 :https://github.com/dusty-nv/jetson-inference/blob/master/docs/pytorch-transfer-learning.md (에러발생) same error (ir_version diff) 위의 이미지는 PT를 1.3으로 설치에서 발생한 오류임TensorRT [more…]

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NVIDIA Jetson Nano & Jetson inference – PART1

January 27, 2020
mikado2
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https://github.com/dusty-nv/jetson-inference/blob/master/docs/imagenet-console-2.md Python $ ./imagenet-console.py –network=googlenet images/orange_0.jpg output_0.jpg # –network flag is optional CAM https://github.com/dusty-nv/jetson-inference/blob/master/docs/imagenet-camera-2.md mikado2@mikado2-desktop:~/github/jetson-inference/build/aarch64/bin$./imagenet-camera.py –camera=/dev/video0 detectnet-cam https://github.com/dusty-nv/jetson-inference/blob/master/docs/detectnet-camera-2.md $ ./detectnet-camera.py # using SSD-Mobilenet-v2, default MIPI [more…]

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