Object Detection

전현호

2019-04-10 1

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Contents

PreviousDogs vs Cats

Object

Detectionresult

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Dogs vs. Cats

각각 12,500장의학습데이터 (총 25,000장)

12,500장의테스트데이터

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Dogs vs. Cats

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Dogs vs. Cats

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Dogs vs. Cats

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Dogs vs. Cats

TF-learn5conv net

Tensorflow3 hidden layer

+Session ~~~

비교

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Dogs vs. Cats

Validation set 생성

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Dogs vs. Cats

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Object detection

Tensorflow object detection API ( https://github.com/tensorflow/models )

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Object detection

Tensorflow object detection API ( https://github.com/tensorflow/models )

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Object detection

Tensorflow object detection API ( https://github.com/tensorflow/models )

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Object detection

Tensorflow object detection API ( https://github.com/tensorflow/models )

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Object detection

Adapting to video

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Object detection

Adapting to video

While True:ret, image_np = cp.read()

cv2.imshow(‘object detection’, cv2.resize(image_np, (800,600)))if cv2.waitKey(25) & 0xFF == ord(‘q’):

cv2.destroyAllWindows()break

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Object detection

Adapting to video

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Q&A