alirazamir7781 / image-search-poc

Visual Search

Visual Search

1. Download Cars Data From https://ai.stanford.edu/~jkrause/cars/car_dataset.html
   Download the following Files

   1. cars_meta.mat
   2. cars_train_annos.mat

   Save the files inside ${ProjectFolder}/devkit/

2. Data Preparation

   1. cd data-preparation

   2. source activate image-search-poc-data-preparation

   3. python prepare-stanford-car-dataset.py --cars_meta ../devkit/cars_meta.mat --cars_annos ../devkit/cars_train_annos.mat '> ../devkit/by-id/01/dataset.json

   4. python split.py --train_set_path ../devkit/by-id/01/train.json --dev_set_path ../devkit/by-id/01/dev.json --test_set_path ../devkit/by-id/01/test.json <../devkit/by-id/01/dataset.json

   5. python stats.py <../devkit/by-id/01/test.json '>' ../devkit/by-id/01/test-stats.json

-> Training