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Robin Kalia's Projects

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

aruco-markers icon aruco-markers

Working examples/tutorial for detection and pose estimation of ArUco markers with C++

caffe icon caffe

Caffe: a fast open framework for deep learning.

closed-form-matting icon closed-form-matting

Python implementation of A. Levin D. Lischinski and Y. Weiss. A Closed Form Solution to Natural Image Matting. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), June 2006, New York

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cuda icon cuda

GPU-accelerated LIBSVM is a modification of the original LIBSVM that exploits the CUDA framework to significantly reduce processing time while producing identical results. The functionality and interface of LIBSVM remains the same. The modifications were done in the kernel computation, that is now performed using the GPU.

cv icon cv

The repository that deals with Image Understanding operations specific to the project.

data icon data

Raw Data From Different Sources

datamining290 icon datamining290

Data Mining and Analytics in Intelligent Business Services, UC Berkeley School of Information

deepgaze icon deepgaze

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

deraindrop icon deraindrop

Attentive Generative Adversarial Network for Raindrop Removal from A Single Image (CVPR 2018)

dnn_tensorflow_cpp icon dnn_tensorflow_cpp

This project is a simple deep neural network trained using only TensorFlow C++.

facial-keypoint-detection icon facial-keypoint-detection

I created an end-to-end facial keypoint recognition system using deep learning and computer vision techniques

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