Photo by Tony Fischer on Flickr

Tree Log Detection

Photo by Tony Fischer on Flickr

Tree Log Detection

  • Developed an object detection deep learning model to identify and count the number of tree logs in every truck image from the Georgia Pacific warehouse.
  • Made an object segmentation tool to identify, segment and manually label the tree logs from the images to develop a labelled dataset using OpenCV and KL Divergence in python.
  • Defined a deep learning model using U-Net architecture to predict the number of tree logs in over 11000 images with 78% accuracy.
Image Analytics Deep Learning OpenCV KL Divergence TensorFlow Keras Python Pandas Matplotlib U-Net
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Sandeep Gunda
Aspiring Data Scientist