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dl_gararge's Introduction

DeepLearningProjectEx

1. MNist

pytorch_mnist_cnn.ipynb

Jetson 실습

  1. jetson inference 설치

  2. camera inference test

  3. ssd training

구글 드라이브에 ssd 라는 폴더 생성.

pytorch_ssd_training.ipynb 코랩으로 실행.

8번째 명령 줄에서 python3 open_images_downloader.py --max-images=2500 -> 이 숫자를 3500 으로 변경해서 실행

  1. tensorrt convert

  2. inference test


2. Classification

2.1 Classification Training

torch_classification3.ipynb

  • PyTorch_Classification_Model.pt, label_map.txt 다운로드

2.1 Classification Inference

Image_classification_Infer.ipynb

  • pytorch_network_model.py PyTorch_Classification_Model.pt, label_map.txt 업로드

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