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detection network based on convolutional neural network

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nobuyuki83/dnn_detect

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DNN_detect

This is my study of the detection neural network. I implemented the region proposal net similar to YOLO and FasterRNN. The archtecture of the network is similar to the ResNet.

Anotating the trainig images

python3 annotate.py training_image
  • press "d" key to move forward.
  • the image appears in the chronological order (oldest edit first, and newest edit last).

Evaluating the trained network

python3 dnn_eval.py eval_image

detection results

The cyan squares are the suggestions from the detection network and the yellow suqare are final output after merging the suggestions into one.

These images are from Pixabay

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detection network based on convolutional neural network

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