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object_localization's Introduction

The Nature Conservancy Fisheries Monitoring This is the kaggle competition https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring

Part 0 : Collecting data

Download data from this url https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring/data extract the data to folder name fishes

Part 1 : label the box for object

using label_pointer.py script to label the box of object or using the annotation

Part 2 : Faster R-CNN

Train faster RCNN t

Files description

  1. label_pointer.py : point with mouse clicks to save bounding box coordinates on annotations text file (from already labeled pictures)
  2. train_frcnn.py -p annotation.txt : training Faster R-CNN with data from the annotation text file
  3. test_frcnn.py -p path/test_data/ : testing Faster R-CNN

Result

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