/kaggle_global-wheat-detection

Kaggle competition: Global Wheat Detection - identification of wheat heads from images

Primary LanguageJupyter NotebookGNU General Public License v3.0GPL-3.0

kaggle_global_wheat_detection

Kaggle competition: Global Wheat Detection - identification of wheat heads from images

  • Encoder-Decoder model implemented in tensorflow keras (2.2.0)
  • Adam Optimizer: starting dynamic learning rate (ReduceLRonPlateau, starting rate = 0.01) and Early Stopping
  • Test accuracy = 84%

Test images (10 images from test directory)

images