Deep Learning and Computer Vision Resources
1 min readMay 25, 2018
Deep Learning Resources
- Stanford CS231 class — http://cs231n.github.io
- Cafe :http://caffe.berkeleyvision.org/tutorial
- Deep Learning Tutorial ‐ http://ufldl.stanford.edu/tutorial
- Deep Learning Tutorial ‐ http://deeplearning.net/reading‐list/tutorials
- Deep Learning Tutorial ‐http://www.deeplearningbook.org ‐
- TensorFlow :http://www.tensorflow.org/versions/r0.11/tutorials/index.html
Computer Vision Blogs
- Outstanding Blog with up to date tutorials ‐ http://www.pyimagesearch.com
- Outstanding Blog with up to date tutorials ‐ http://www.learnopencv.com
- Lots of good projects ‐ http://www.aishack.in
- General OpenCV news ‐ http://www.opencv.org/category/news
Face Recognition
- Research Paper for Local Binary Patterns Histograms ‐ http://www.ee.surrey.ac.uk/CVSSP/Publications/papers/Chan‐PHD‐2008.pdf
- Tutorial ‐ http://docs.opencv.org/2.4/modules/contrib/doc/facerec/facerec_tutorial.html
- Fisher Faces Research Paper ‐ http://www.iis.sinica.edu.tw/page/jise/2010/201007_23.pdf
- Eigenfaces Research Paper ‐ http://www.face‐rec.org/algorithms/PCA/jcn.pdf
- Eigenfaces vs Fisherfaces ‐ http://www.cs.columbia.edu/~belhumeur/journal/fisherface‐ pami97.pdf
Optical Flow
- Lucas‐Kanade Research Paper ‐ http://www.cse.psu.edu/~rtc12/CSE486/lecture30.pdf
- Tutorial ‐ https://www.cs.cmu.edu/afs/cs/academic/class/15385‐ s12/www/lec_slides/Baker&Matthews.pdf
- Dense Optical Flow Research Paper ‐ http://files.is.tue.mpg.de/black/papers/cvpr2015_pcaflow.pdf
Corner Detection Research Papers
- Harris Corners ‐ http://www.bmva.org/bmvc/1988/avc‐88‐023.pdf
- Good Features to Track ‐ http://www.ai.mit.edu/courses/6.891/handouts/shi94good.pdf
