Crudus Photos

Tensor flow

Image to text

A TensorFlow implementation of the image-to-text model. Read more

Articles

Building a private, local photo search app using machine learning https://towardsdatascience.com/building-a-private-local-photo-search-app-using-machine-learning-8aeeef8d245c

A step by step guide to Caffe http://shengshuyang.github.io/A-step-by-step-guide-to-Caffe.html

Photo History

Histogram in photography https://www.phototraces.com/photography-basics/histogram-in-photography/

Histogram basics https://docs.opencv.org/3.1.0/d1/db7/tutorial_py_histogram_begins.html

Tools

• Tagbox
• NVIDIA docker support

Ubuntu

sudo apt install exiftran libjpeg-turbo-progs

Links

Caffe

• https://caffe.berkeleyvision.org/

Model zoo

• https://github.com/BVLC/caffe/wiki/Model-Zoo

Docker image

• https://github.com/BVLC/caffe/tree/master/docker

Diff image

• https://stackoverflow.com/questions/5132749/diff-an-image-using-imagemagick

Image Fingerprint

• https://realpython.com/fingerprinting-images-for-near-duplicate-detection/

Frame Hash

• https://github.com/sschnug/pyVideoHash/blob/master/frame_hash.pyx

Image recognition

• https://www.learnopencv.com/image-recognition-and-object-detection-part1/

Duplicate images

• https://github.com/philipbl/duplicate-images
• https://blog.iconfinder.com/detecting-duplicate-images-using-python-cb240b05a3b6
• https://www.youtube.com/watch?v=AIyJSGmkFXk

OpenCV Line detection

• https://www.codepool.biz/opencv-line-detection.html
• https://docs.opencv.org/3.4/dd/dd7/tutorial_morph_lines_detection.html

Detect horizon

• https://stackoverflow.com/questions/4705837/horizon-detection-algorithm

OpenCV Auto-level / histogram

• https://docs.opencv.org/2.4/modules/imgproc/doc/histograms.html?highlight=equalizehist#cv2.equalizeHist

OpenCV rotate images

• https://www.pyimagesearch.com/2017/01/02/rotate-images-correctly-with-opencv-and-python/

MIT Deep learning

• https://github.com/lexfridman/mit-deep-learning

Tensorflow and docker

• https://www.sicara.ai/blog/2017-11-28-set-tensorflow-docker-gpu
• https://stackoverflow.com/questions/47068709/your-cpu-supports-instructions-that-this-tensorflow-binary-was-not-compiled-to-u
• https://github.com/lakshayg/tensorflow-build

OpenCV 4

https://www.pyimagesearch.com/2018/08/17/install-opencv-4-on-macos/