In this project we work on creating a model to classify images for the Pascal VOC Challenge 2012. We use convolutional neural networks trained on a single GPU instance provided by Amazon via their cloud service Amazon Web Services (AWS) to classify images in the Pascal VOC 2012 data set. We train multiple convolutional neural network models and finally settle on the best model which produced a ...

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    faster-rcnn.pytorch / lib / datasets / pascal_voc.py / Jump to. ... Return the default path where PASCAL VOC is expected to be installed. """ return os. path. join (cfg.

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    Step 1. I have downloaded the PASCAL VOC dataset (the VOCtrainval_11-May-2012.tar file). Then I extracted the archive’s contents. Step 2. Then I have generated TFRecord files:

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