DeepBrainSeg
URL: https://github.com/koriavinash1/DeepBrainSeg
Description:
Deep Learning framework for automated brain tumor segmentation
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Artificial Intelligence
Get the most out of your training, scoring, algorithms and frameworks on Intel® architecture for Deep Learning and Artificial Intelligence.
Chest X-ray pneumonia prediction using cnn
URL: https://github.com/saadhaxxan/Chest_X_ray_pneumonia_prediction_cnn
Description:
This notebook used Keras with tensorflow at backend and CNN (Convolutional Neural Network) to predict about Chest X-ray scan image that whether a person has Pneumonia or is Normal.Data set is 1 gb in size and available on kaggle to download.
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Fall Detection Wearable
URL: https://youtu.be/W1VboHkwuuk
Description:
We have built an Elderly fall detection system to detect the fall - Real-time. It is a compact device and wireless too. Inside the room and also in the bathrooms, we shall detect the fall and alert the caretakers immediately. We have implemented the indoor localization as well.
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IMDB Movie Review Model using Keras
URL: https://github.com/alihussainia/Keras-Models/blob/master/Imdb_ANN_Keras.ipynb
Description:
Keras Model Notebook for Imdb Movie Reviews (+ / - )
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ML to Rank Top Innovators
URL: https://github.com/Kesego23/innovators-rank.git
Description:
This is a platform to connect the top innovators in Botswana with potential individual who are interested in doing business with them or simply interested in developing a solution together.This platform uses machine learning to rank and classify the innovators.
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Digit Recognizer From Hand Gesture
URL: https://github.com/sakshamj74/Digit-Recognizer-From-Hand-Gesture
Description:
A model to recognize digits from hand gesture using CNN.
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Handwriting swapper
URL: https://github.com/Venseven/Assignment-helper.git
Description:
With IAM datasets, I trained a model which can be able to generate plots in different handwriting
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The importance of Relational reasoning in simple story-based Q&A
URL: https://github.com/AndreaCossu/Relation-Network-PyTorch
Description:
In this project I assess the performance of Relation networks on bAbI dataset, following the model and the training procedure outlined in the paper "A simple neural network module for relational reasoning" by Santoro et. al. (2017).
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Eye For Blind Person
URL: https://github.com/Jitender46559/Eye-For-BlindPerson
Description:
This idea can give some kind of perception with the help of machine learning. We can detect objects and convert the inferences into a voice based message, so that a blind person can actually have some kind of sense that on what objects they are looking.
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A GA Based Approach to Optimizing Weights and More
URL: https://github.com/DaitTan/geneticNN
Description:
In this project, I am trying to train a neural network using a genetic algorithm instead of the back-propagation based methods. The main objective will be to study the convergence analysis of this method on simple MLP followed by more complex networks.
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Mish: A Self Regularized Non-Monotonous Activation Function
URL: https://github.com/digantamisra98/Mish
Description:
In this work, a novel neural activation function called as Mish is proposed. The experiments show that Mish tends to work better than both ReLU and Swish along with other standard activation functions in many deep networks across challenging datasets.
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Color Object Tracking
URL: https://github.com/pranavmicro7/Color-Object-Tracking
Description:
Tracking any color object (blue here) using OpenCV
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Deep Learning Based Framework For Useful Insights From The News
URL: https://github.com/pranavmicro7/Web-Scraper-And-Classifier-For-HIV-Articles-
Description:
A Deep Learning and NLP based framework for generating useful insights from disease news articles.
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Signature Classification using Siamese Neural Network
URL: https://colab.research.google.com/drive/1FsixLon5Zz3_rFA0xIHzc8Tvnnw8FLr8
Description:
Classification of Fake or Real signatures using Siamese Neural Network with less data
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Smart Pole
URL: https://github.com/ksajan/Smart-Pole
Description:
Why waste so much space building a smart city by putting so many devices for connection, when only one is enough. A simple Pole is equipped with a Raspberry-pi which controls and sends information from Security camera Camera and Mobile signal, Emergency and energy-efficient source.
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FitStream for yoga, personal trainer, physical therapy, dance teacher
URL: https://github.com/coolioxlr/fitstream
Description:
Using AI Streaming platform for fitness professionals, yoga teachers, dance instructors so they can host live class with live feedbacks. We use tensorflow PoseNet to plot user's poses and compare with the streamer instructors to get a feedback system for the instructors themselves.
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Robotic Arm - Fully Functional - Manual and App way control.
URL: https://drive.google.com/drive/folders/1tcqzAa3d2o5ybL3u5PTuArJJcJq6uPfh?usp=sharing
Description:
we have designed a robotic arm with Manual tuning and the App based control as well. Hope you like it.
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Monaural Audio Source Separation using Wave-U-Net & Deep Convolutional Neural Networks
URL: https://github.com/frizzid07/Wave-U-Net
Description:
The project aims to develop a system capable of analysing a mastered album track and discern the various audio sources in it. Audio from disparate sources will be separated and provided as outputs individually. It uses Wave-U-Net technology with underlying Deep CNNs to operate on MUSDB song dataset.
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VR Game interactive and progressive learning for kids
URL: https://youtu.be/mxRTEgKpuEk
Description:
It is always easier for the kids to learn when it is interesting and interactive. We have tried to both be interesting and interactive. Also we have tried to build VR based progressive learning tool kit. This can be used for autistic kids as well
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Real Estate Price Estimation
URL: https://github.com/ishangupta-ds/Coursera_Capstone
Description:
Exploring the neighborhoods of New York city in order to extract the correlation between the real estate value and its surrounding venues. For-Potential buyers,Real estate makers and planners,Houses sellers(advertisement optimization).
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