/Birds-Detection

Birds detection in the images

Primary LanguageJupyter Notebook

Birds-Detection

Repository includes the codes for detection of birds in a picture.

The Jupyter Notebook includes the code for Birds Detection & Localization.

Tools Used:

  1. Google Colaboratory
  2. TensorFlow & Keras
  3. Jupyter Notebook
  4. Deep Neural Networks

Bird

Dataset:

The dataset being used is the Caltech-UCSD Birds dataset with 200 different bird species. Full information is provided at the dataset link.

Dataset: Caltech-UCSD Birds 200

Some predictions of the model:

image image

The model takes good amount of time to train even on GPUs; on CPUs it will take many hours. So I will recommend to train model on GPUs for faster results.