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rsingh2083's Projects

deep-learning-v2-pytorch icon deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep_sort icon deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deepcamera icon deepcamera

Privacy is the most important issue for the AI face recognition camera. Open source and BYOD is the only way to solve privacy issue. SharpAI DeepCamera provides private deployment architecture to save all your information on your own devices.

deepcar icon deepcar

Fine-grained detection on Vehicle Model/Make

demo2program icon demo2program

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

distracted-driver-detection-3 icon distracted-driver-detection-3

StateFarm dataset used to predict the class of the distracted driver using VGG-16, RESNET50, XCEPTION and MOBILE NET models

distracted-driver-detection-6 icon distracted-driver-detection-6

Trained MobilenetV2 model to recognize the distracted behaviors exhibited by drivers while driving. Deployed the Deep Learning model on the flask to make real-time predictions.

distracted-driver-detection-7 icon distracted-driver-detection-7

This is a machine learning/neural network model that is used to predict the likelihood of what the driver is doing in the picture.

dms icon dms

driver monitor system based on deep learning

driver-anomaly-detection icon driver-anomaly-detection

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.

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