Vivek Yadav(Part 1) Generating Anchor boxes for Yolo-like network for vehicle detection using KITTI dataset.Vivek Yadav, PhDJul 10, 201725Jul 10, 201725
Vivek YadavYolo-like network for vehicle detection using KITTI datasetVivek Yadav, PhDJul 10, 20174Jul 10, 20174
Vivek YadavDeep learning setup for Ubuntu 16.04: Tensorflow 1.2, keras, opencv3, python3, cuda8 and cudnn5.1Important: All the steps were last tested on 6/21/2017. Details on my system build can be found here.Jun 23, 201719Jun 23, 201719
Vivek YadavinChatbots LifeVehicle detection using LIDAR: EDA, augmentation and feature extraction (Udacity/Didi challenge)### THIS DOCUMENT IS NOT COMPLETE YET. I NEED TO ADD MORE GRAPHS AND DATA PREPROCESSING STEPS, WILL UPDATE THIS AS I GO ###Apr 7, 20178Apr 7, 20178
Vivek YadavinTowards Data ScienceKalman filter: Intuition and discrete case derivationIntroductionMar 4, 20172Mar 4, 20172
Vivek YadavinChatbots LifeTowards a real-time vehicle detection: SSD multibox approachOverviewJan 20, 201717Jan 20, 201717
Vivek YadavOpen letter to all the readers for making me top writer of Artificial Intelligence, Self-driving…Dear ReadersJan 20, 20177Jan 20, 20177
Vivek YadavinChatbots LifeMore robust lane finding using advanced computer vision techniquesWe previously presented a mid-project update on our approach to lane finding. In this post, we will go over modifications to the algorithm…Jan 16, 20171Jan 16, 20171
Vivek YadavinChatbots LifeSmall U-Net for vehicle detectionIn this post, we will go over using U-net for detecting vehicles in a video stream of images provided by Udacity. U-net is a…Jan 13, 20179Jan 13, 20179
Vivek YadavImproved performance of deep learning neural network models for Traffic sign classification using…In a previous post we presented a neural network based solution to obtain 98.8% accuracy on German Traffic Sign Dataset. German traffic…Jan 9, 20173Jan 9, 20173