Pinned Repositories
HistologyCancerDiagnosisDeepPersistenceHomology
Cancer Diagnosis in Histology Images using Deep Learning and Persistence Homology
Activity-Recognition-From-Video
A deep learning model utilizing CNN and LSTM to recognize activity from video. (To be used for bench-marking hardware accelerator)
Deep-Visual-Attention-Prediction
Keras implementation of paper 'Deep Visual Attention Prediction' which predicts human eye fixation on view-free scenes.
Foraminifera-Image-Segmentation
Biological Image Segmentation from edge probability map using Graph-Cut and Watershed algorithm
Monocular-SLAM-AutonomousNavigation-ECE592
Implementation of VINS-Mono SLAM algorithm on NVIDIA Jetson TX1 to map a construction site and localize an aerial robot blimp.
Object-Detection-SSD300
Object tracking using SSD
Single-View-Metrology
3D construction of an object from a 2D image using 3 point perspective.
Stock-Trading-Using-Machine-Learning
A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.
Time-Series-Prediction
Exploring HMM, LSTM and Regression techniques to predict respiratory rate of an individual from accelerometer data.
VQA-PyTorch
My implementation of VQA in PyTorch
suraj-maniyar's Repositories
suraj-maniyar/Deep-Visual-Attention-Prediction
Keras implementation of paper 'Deep Visual Attention Prediction' which predicts human eye fixation on view-free scenes.
suraj-maniyar/Stock-Trading-Using-Machine-Learning
A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.
suraj-maniyar/Time-Series-Prediction
Exploring HMM, LSTM and Regression techniques to predict respiratory rate of an individual from accelerometer data.
suraj-maniyar/Activity-Recognition-From-Video
A deep learning model utilizing CNN and LSTM to recognize activity from video. (To be used for bench-marking hardware accelerator)
suraj-maniyar/Single-View-Metrology
3D construction of an object from a 2D image using 3 point perspective.
suraj-maniyar/Monocular-SLAM-AutonomousNavigation-ECE592
Implementation of VINS-Mono SLAM algorithm on NVIDIA Jetson TX1 to map a construction site and localize an aerial robot blimp.
suraj-maniyar/Foraminifera-Image-Segmentation
Biological Image Segmentation from edge probability map using Graph-Cut and Watershed algorithm
suraj-maniyar/Object-Detection-SSD300
Object tracking using SSD
suraj-maniyar/Siamese-CNN-MNIST
Digit classification using Siamese CNN.
suraj-maniyar/Task-Learning-Robot
An attempt to implement 'Robot Learning from Demonstration' where we use industrial robotic arm Scorbot-ER VII to perform a desired task.
suraj-maniyar/VQA-PyTorch
My implementation of VQA in PyTorch
suraj-maniyar/awesome-object-detection
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
suraj-maniyar/Chatbot-Movie-Dialogue
Chatbot trained on Cornell University's Movie Dialogue Dataset using seq2seq learning model.
suraj-maniyar/Face-Image-Classification
Classification of images as face and non-face using CNN in Tensorflow and PyTorch
suraj-maniyar/Insight-tesseract-OCR
Implementation of Tesseract API for character recognition
suraj-maniyar/Kaggle
My Kaggle solutions
suraj-maniyar/ML_algorithms
My implementation of various ML algorithms.
suraj-maniyar/Project-Euler
My solutions for Project Euler problems
suraj-maniyar/suraj-maniyar.github.io
Portfolio