CS2108_Image_searcher

How to use:

Generating index files:

move all the generate index files out from their respective folder into the main folder
run the program to get the respective csv files
For sift*, run the learn.py file by running "python learn.py -d database"

*note sift runs only on Linux/windows systems. macOS is not supported

Dependencies: numpy, scipy, tensorflow, PIL, Tkinter, cv2, glob

Credits: Deep learning: Tensorflow and the image classification API

Visual Words: Minimal Bag of Words implementaion

*Can only run properly if using Linux or Windows. sift is not compatible with macOS

Color histogram: pyimagesearch region color histogram implementation

Name		Name	Last commit message	Last commit date
Latest commit History 42 Commits
MAP_results		MAP_results
colorhistogram		colorhistogram
database		database
deeplearning		deeplearning
libsvm		libsvm
query		query
texttags		texttags
utility		utility
README.md		README.md
SIFTquery.py		SIFTquery.py
SIFTquery.pyc		SIFTquery.pyc
UI_search.py		UI_search.py
UI_search.pyc		UI_search.pyc
automateMAP.py		automateMAP.py
classify.py		classify.py
classify.pyc		classify.pyc
codebook.file		codebook.file
color_hist.csv		color_hist.csv
deep_learning.csv		deep_learning.csv
learn.py		learn.py
learn.pyc		learn.pyc
libsvm.py		libsvm.py
libsvm.pyc		libsvm.pyc
makeuseful.py		makeuseful.py
reduced.svm		reduced.svm
sift		sift
sift.py		sift.py
sift.pyc		sift.pyc
tag_text_database.csv		tag_text_database.csv
tag_text_query.csv		tag_text_query.csv
testdata.svm		testdata.svm
trainingdata.svm		trainingdata.svm

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