Ideas and approaches — Optimization algorithms to solve complex problems, high-quality recommendation systems, advanced spam filtering, fraud detection.
Ideas and approaches — Unique innovative chatbots for business and industry, sequence to sequence models with attention for machine translation for regional languages, text to speech, and speech to text tasks.
Ideas and approaches — Face recognition, object detection, human activity recognition, human emotion and gesture detection, image segmentation, optical character recognition (OCR).
Ideas and approaches — Advanced x-ray scanning, advanced screening and diagnosis of malicious diseases, retinal scans, identification of various symptoms for specific conditions.
Ideas and approaches — AI-based robotics, security using embedded systems, self-driving AI cars, face recognition and emotion analysis on embedded devices, home automation setups.
Ideas and approaches — Speech recognition to interact with the user, conversational chatbot AI, natural language processing, computer vision knowledge.
we offer a wide range of opportunities in machine learning. There are so many directions you can choose. This is also a great option for people with proficient machine learning knowledge but lack the deep learning perspective or are not that interested in deep learning. Some people just like more complex math and machine learning designing. Well lucky for them! This is the perfect startup option. The designing, strategic planning, and deployment of various machine learning models can be performed on the idea of their choice to earn cash and make profits on their business venture.
This is the best choice to plan and build your project. The possibilities you have with natural language processing as a startup choice are diverse. These range from classification of text, segregation of useful data, construction of high-level chatbots, and much more. If you live in a place where the regional language is not yet verified as an official language in the google translator, that could be a great business option as well. Also, most google translations do not work well on some languages. You can improvise your own datasets and ideas resulting in a successful startup. If you want to build chatbots, the best approach is to look for what are your target audience, companies, or businesses. Making specific chatbots is ideal as you can greatly improve the performance for that particular task.
This field offers unique and diverse options to build so many innovative projects. Computer vision projects are meant to interpret and visualize the images and objects in the surrounding. Computer vision can be used across many platforms. Face recognition tasks can be performed on smartphones, IoT devices, etc. Object detection tasks can be performed for image retrieval, surveillance, automated vehicles, and machine inspection. Here is an example of human emotion and gesture recognition by me.