Artificial Intelligence

Get the most out of your training, scoring, algorithms and frameworks on Intel® architecture for Deep Learning and Artificial Intelligence.

GAPML

URL: https://github.com/gapml

Description:

The Gap NLP/CV data engineering framework is an open source project that provides an easy to get started into the world of machine learning for your unstructured data in PDF documents, scanned documents, TIFF facsimiles and camera captured documents and your image data in image files and image repositories.

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Venture Capital Tool alpha mode

URL: https://github.com/akhilboddu/VentureCapitalTool_algorithm

Description:

The biggest thing of all investment companies, Venture Capitalists, Angel Investors or incubators and accelerators look for is how much profit a business can actually make in the future. So this model basically predicts how much profit a business would potentially make based on how much they spend on R&D, Administration, and Marketing.

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Drowsiness detection and alert system (DDAS)

URL: https://github.com/Gauravsahadev/Drowsiness-detection-and-alert-system-DDAS-

Description:

Drowsiness detection and alert system(DDAS) is an electronic device for the safety of the people who travel and drive. Nowadays there are several types of sensors and navigation systems available in the market for safe driving. One mistake of the driver can lead to severe damages or physical injuries, deaths and significant economic losses.

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Drug Molecular Toxicity Prediction using Deep Neural Networks

URL: https://github.com/muditchaudhary/DrugMolecularToxicityPrediction

Description:

All human beings are exposed to different chemicals during their lifetime through food, medicines, daily-life products etc. over 30% of drugs have failed in human clinical trials because they are determined to be toxic despite promising pre-clinical studies in animal models. Real-world chemical trials for assessing drugs are extremely time consuming. It will be ideal if a computational drug molecular toxicity assessment method can be developed to test the chemical's toxicity.

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Skin Lesion Classification to detect Melanoma using Deep Convolution Networks

URL: https://github.com/muditchaudhary/Skin-Lesion-Classification

Description:

Skin Cancer is one of the major health problem with almost 5 million newly diagnosed cases every year throughout the world. Melanoma is the deadliest form of skin cancer and is responsible for almost 10000 deaths each year in just United States. System that can help screen melanoma will greatly help in its diagnosis.

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Object Localization Without Bounding Box Information Using Generative Adversarial Reinforcement Learning

URL: https://github.com/erenhalici/garl_localization

Description:

The aim of the project is to create an object localization framework, which can work without having any explicit bounding box information. Instead of relying on bounding boxes, the framework uses tightly cropped object images as training data.

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