Deep_on_Bogotas_Streets

This repository contains the software used for my undergraduate thesis

Description

The repo is divided into two: * FasterRCNN : that contains https://github.com/roytseng-tw/Detectron.pytorch and is the implementation of Facebook's Detectron, which has Faster R-CNN in Pytorch * RetinaNet : that contains https://github.com/fizyr/keras-retinanet and is the implementation of Facebooks's RetinaNet in Keras

Faster R-CNN

The new files in this work are:

• Detectron.pytorch/tools/

  • Detectron.pytorch/tools/infer_evaluation.py
  • Detectron.pytorch/tools/parse_location_dataset.py
  • Modified file Detectron.pytorch/tools/train_net_step.py
  • Modified file Detectron.pytorch/tools/test_net.py

• Detectron.pytorch/lib/datasets/

  • Detectron.pytorch/lib/datasets/mio_json_dataset_evaluator.py
  • Modified file Detectron.pytorch/lib/datasets/dummy_datasets.py
  • Modified file Detectron.pytorch/lib/datasets/task_evaluation.py
  • Modified file Detectron.pytorch/lib/datasets/dataset_catalog.py

• Detectron.pytorch/Data/*

RetinaNet

The new files in this work are:

• keras-retinanet/

  • keras-retinanet/test_mio_images.py
  • keras-retinanet/convert_vgglbl_csv.py

• Modified files from keras-retinanet/keras_retinanet/

  • keras-retinanet/keras_retinanet/bin/train.py
  • keras-retinanet/keras_retinanet/bin/evaluate.py

• keras-retinanet/data/*