<< Kamlesh Tiwari

BITS CSF441: NLP & Computer Vision with Deep Learning (Aug-Dec 2019)


Handout : [pdf]
Lecture-kt-csf441-01 (Sept 23, 2019) Introduction to Keras [pdf]
Lecture-kt-csf441-02 (Sept 25, 2019) Introduction to CV [pdf]
Lecture-kt-csf441-03 (Sept 27, 2019) Image Filtering [pdf]
Talk@IACRI-Delhi (Oct 04, 2019) Deep Learning [pdf]
Lecture-kt-csf441-03 (Oct 14, 2019) + (Oct 16, 2019) Histogram Equalization [pdf]
Lecture-kt-csf441-04 (Oct 18, 2019) Frequency [pdf]
Lecture-kt-csf441-05 (Oct 25, 2019) Edge Detection [pdf]
Lecture-kt-csf441-06 (Oct 30, 2019) Canny Edge Detector, Image Features [pdf]
Lecture-kt-csf441-07 (Nov 01, 2019) Harris and SIFT [pdf]
Lecture-kt-csf441-08 (Nov 06, 2019) SIFT, HOG [pdf]
Lecture-kt-csf441-09 (Nov 08, 2019) CNN [pdf]
Lecture-kt-csf441-10 (Nov 11, 2019) LeNet, AlexNet, ZFNet, VGG [pdf]
Lecture-kt-csf441-11 (Nov 13, 2019) GoogLeNet, ResNet [pdf]
Lecture-kt-csf441-12 (Nov 20, 2019) Segmentation (U-Net), Object Detection (Yolo) [pdf]
Lecture-kt-csf441-13 (Nov 27, 2019) Autoencoders [pdf]
Lecture-kt-csf441-14 (Nov 29, 2019) GAN [pdf]