Blog Archive 2020 Learn about collaborative filtering and weighted alternating least square with tensorflow Mar 25 2020 Multidimensional indexing with tensorflow Feb 07 2020 Classification with Mahalanobis distance + full covariance using tensorflow Jan 29 2020 2019 Calculate Mahalanobis distance with tensorflow 2.0 Dec 29 2019 Sample size calculation to predict proportion of fake accounts in social media Nov 06 2019 Gentle Hands-on Introduction to Propensity Score Matching Oct 09 2019 Inverse transform sampling and other sampling techniques Aug 26 2019 Learn the Carlini and Wagner's adversarial attack - MNIST Aug 01 2019 What would happen if image is analyzed with 1D-DCT vs 2D-DCT? Jul 19 2019 Two-dimensional Discrete Cosine Transform as a Linear Transformation Jul 01 2019 Grad-CAM with keras-vis Apr 13 2019 Saliency Map with keras-vis Apr 06 2019 Support Vector Machine Review of Prof Patrick Winston's lecture Apr 01 2019 Visualization of deep learning classification model using keras-vis Mar 30 2019 Use pretrained YOLO network for object detection, SJSU data science night Jan 28 2019 Use pretrained YOLO network for object detection, SJSU data science night (Setup) Jan 27 2019 2018 Part 7 Object Detection with YOLOv2 using VOC 2012 data - inference on video Dec 30 2018 Part 6 Object Detection with YOLOv2 using VOC 2012 data - inference on image Dec 23 2018 Part 5 Object Detection using YOLOv2 on Pascal VOC2012 - training Dec 16 2018 Part 4 Object Detection using YOLOv2 on Pascal VOC2012 - loss Dec 09 2018 Part 3 Object Detection using YOLOv2 on Pascal VOC2012 - model Dec 02 2018 Part 2 Object Detection using YOLOv2 on Pascal VOC2012 - input and output encoding Nov 25 2018 Part 1 Object Detection using YOLOv2 on Pascal VOC2012 - anchor box clustering Nov 18 2018 Part 5 Object Detection using RCNN on Pascal VOC2012 - inference Nov 17 2018 Part 4 Object Detection with Pascal VOC2012 - CNN feature extraction Nov 10 2018 Part 3 Object Detection using RCNN on Pascal VOC2012 - Selective Search Nov 03 2018 Part 2 Object Detection using RCNN on Pascal VOC2012 - R-CNN overview Oct 27 2018 Part 1 Object Detection using RCNN on Pascal VOC2012 - Data Preparation and Understanding Oct 20 2018 Implement Local Binary Pattern Descriptor from scratch Oct 06 2018 Low and High pass filtering on images using FFT Sep 22 2018 Frequency analysis of images from scratch Sep 15 2018 Decode the dial-up sounds using Spectrogram Sep 02 2018 Implement the Spectrogram from scratch in python Aug 26 2018 Review on Discrete Fourier Transform Aug 19 2018 Performing PCA on heatmap Jul 15 2018 Review on PCA Jul 13 2018 My first GAN using CelebA data Jul 07 2018 Welcome to CelebA Jul 06 2018 Evaluate uncertainty using ensemble models with likelihood loss and adverserial training Jun 10 2018 Generate adversarial examples using TensorFlow Jun 09 2018 TensorFlow newbie creates a neural net with a negative log likelihood as a loss Jun 03 2018 Achieving top 5 in Kaggle's facial keypoints detection using FCN May 29 2018 Learn about Fully Convolutional Networks for semantic segmentation May 25 2018 Extract URL for the pictures in Flickr's public album via python May 15 2018 Extract GPS data from Suunto's MovesCount May 13 2018 Driver's facial keypoint detection with data augmentation Apr 20 2018 Data augmentation for facial keypoint detection Apr 20 2018 Review on Gaussian process Apr 16 2018 Measure the uncertainty in deep learning models using dropout Apr 08 2018 Object detection using Haar feature-based cascade classifiers on my face Apr 03 2018 Driver's facial keypoint detection Mar 31 2018 Extract series of JPEG files from iPhone 6S video Mar 28 2018 Color gray scale images and manga using deep learning Mar 23 2018 Color space definitions in python, RGB and LAB Mar 19 2018 Download all images from Google image search query using python Mar 15 2018 Semantic model built with tensorflow deployed with Flask and Heroku - Part 2 - Mar 10 2018 Semantic model built with tensorflow deployed with Flask and Heroku - Part 1 - Mar 05 2018 Develop an image captioning deep learning model using Flickr 8K data Feb 28 2018 Stateful LSTM model training in Keras Feb 24 2018 Extract weights from Keras's LSTM and calcualte hidden and cell states Feb 19 2018 Understand Keras's RNN behind the scenes with a sin wave example - Stateful and Stateless prediction - Feb 17 2018 Create a simple game using pygame Feb 10 2018 Create deep learning calculators based on Encoder-Decoder RNN using Keras Feb 04 2018 Assess the robustness of CapsNet Jan 29 2018 Understanding and Experimenting Capsule Networks Jan 29 2018 CNN modeling with image translations using MNIST data Jan 28 2018 Learn the breed of a dog using deep learning Jan 25 2018 The first deep learning model for NLP - Let AI tweet like President Trump - Jan 18 2018 Extract someone's tweet using tweepy Jan 16 2018 Visualization of Filters with Keras Jan 13 2018 Achieving Top 23% in Kaggle's Facial Keypoints Detection with Keras + Tensorflow Jan 05 2018 Learn about ImageDataGenerator Jan 03 2018
Learn about collaborative filtering and weighted alternating least square with tensorflow Mar 25 2020
Part 1 Object Detection using RCNN on Pascal VOC2012 - Data Preparation and Understanding Oct 20 2018
Understand Keras's RNN behind the scenes with a sin wave example - Stateful and Stateless prediction - Feb 17 2018