Get the most out of your training, scoring, algorithms and frameworks on Intel® architecture for Deep Learning and Artificial Intelligence.
URL: https://github.com/adizz2407/Fuzzy-SVM
SVM classification on imbalanced datasets by changing the algorithm such that using concept of membership functions in fuzzy logic to get better prediction values.
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URL: https://colab.research.google.com/drive/1Ami91MZrx1cxR_AHoMQmbrNHc_97MAcY
It is very easy task to perform object detection on things which has already pretrained network or libraries, But trying to object detection on Custom or your own data is some tedious task.
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URL: https://www.kaggle.com/heet2201/final-submission1
In most of the cases kin relationship means Blood relationship is identified from genes of father/mother - child, which involves somewhat Biological terms, But now we want to make machine or model that can predict kin relationship using Computer Vision - one of the subfield of Deep Learning .
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URL: https://github.com/ayushanand18/alec.ai
Alec AI Assist is a Machine Learning Chatbot that helps you fight against Fake News available on Google Assistant. Alec AI Assist is an initiative by InTru Innovations all curated in the fight against cyber threats and make a safe digital space by its developer Ayush Anand.
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URL: https://github.com/animeshdutta888/System-Failure-Prediction-using-log-analysis
Achieving accurate predictions for a system failure with adequate time left is quite difficult. In this project, I present a simple approach to detect the failure by parsing the log files quite in advance. We generate an early warning before a failure condition arises
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URL: https://github.com/prajjwal1/autonomous-object-detection
Object detection for autonomous navigation systems. This project provides core support for performing object detection on navigation datasets. Support for 3D object detection and domain adaptation are in experimental phase and will be added later.
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URL: https://www.researchgate.net/publication/334453393_twitter_sentiments_analysis
Twitter is a popular microblogging service where users create status messages (called "tweets"). These tweets sometimes express opinions about different topics. The purpose of this project is to build an algorithm that can accurately classify Twitter messages.
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URL: https://github.com/singh728om
In this project, any images or body get recognized using an android app for the different use case. in this, I'm using TensorFlow lite and Andriod for developing an app which may help to any people to get recognize any object anything using cam scanner to use as per requirement.
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URL: https://github.com/sayakpaul/Blood-Cell-Detection-using-TFOD-API
This project demonstrates the use of TensorFlow Object Detection API (along with GCP ML Engine) to automatically detect Red Blood Cells (RBCs), White Blood Cells (WBCs), and Platelets in each image taken via microscopic image readings.
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URL: https://colab.research.google.com/drive/1DVFgDvP-_oPk_djT8n5r9bCV_pEY6p-p
In this project a deep learning model which will convert images to HTML with style.
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URL: https://github.com/ayulockin/humAIn_FaceLess
A Deep Learning pipeline capable of detecting and localizing faces in an image and determine the age, gender, ethnicity and emotion of the given face.
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URL: https://github.com/ayulockin/optimized_surveillance
This project aims at improving efficient usage of the storage device by keeping relevant data from surveillance. In many scenario a surveillance camera looks at an empty corridor. We aim at recording the feed only when a human is detected in the feed.
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URL: https://github.com/xprilion/novato
Scratch4ML was inspired by MIT's Scratch and is a drag and drop machine learning framework.
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URL: https://www.youtube.com/watch?v=fPvs3ucskVY
SadiaX uses Intel distribution of OPENVINO and deep learning to detect the position of the patient and predict falls. https://www.youtube.com/watch?v=fPvs3ucskVY
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URL: https://github.com/ayulockin/ASL_Classifier
This project was implemented for those who cannot hear or speak or both. The pipeline takes in the video feed of the user who is communicating in signed language. The same is converted to English alphabets.
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URL: https://drive.google.com/open?id=1U57TrhOjAi-LDBjjEs_fHWhnKK4mwdNH
We wish to improve the utilization of public transport in the metropolitan cities of India. Following are some of the problems which are directly impacting the utilization of public transport systems: 1. Bus bunching 2. Unawareness of passenger count 3. Lack of robust feedback system.
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URL: https://github.com/ritwikraha/Mathematical-Mysteries-of-The-Starry-Night
Contains experiments to find out mathematical patterns in Vincent Van Gogh's Starry Night
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URL: https://github.com/ritwikraha/Object-Detection-using-Transfer-Learning
Using the resnet-50 model on the caltech101 image dataset to classify images and detect objects semantically.
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URL: https://github.com/ritwikraha/Cognitive-Task-Classification
A novel algorithm for data-point and feature prediction of EEG signals for cognitive task classification.
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URL: https://github.com/ayulockin/optimized_surveillance
An optimization offered in terms of storage and power to a surveillance system.
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