What can Artificial Intelligence( AI) actually do in today’s times? Can AI truly supplant humen?- these issues and more were addressed at a day-long workshop organised by IIIT Hyderabad’s Machine Learning Lab in Bengaluru recently. The forum,’ Demystifying AI and ML ‘, was powered by TalentSprint, an edtech programme introducing transformational see programs to young and knew professionals.
” The impression was to ensure that the right information regarding AI is being disseminated. We likewise sought to aqueduct the gap between industry and research ,” Anoop Namboodiri, Associate Professor, Centre for Visual Information and Technology, IIIT Hyderabad, told YourStory, ahead of the sessions.
Dr C. V. Jawahar, Dean, Research and Development at IIIT Hyderabad, kicked-off the workshop by dedicating an overview into the world of AI research, the challenges being addressed, and emerging technologies being developed every day.
The workshop, spread over five hearings, propelled light on emerging use occurrences, how plans understand conversation, AI in health, wellness and boasts, and action studies of late tech implementations.
Data as a catalyst
The field of Artificial Intelligence research was founded as an academic subject in 1956 on the assumption that human intelligence “can be so precisely described that a machine can be made to simulate it”.
AI research has, since then, included reasoning, knowledge representation, natural language processing, and computational knowledge, amongst other. The discrepancies between then and now is that these technologies have begun working only now, thanks to the large availability of data.
” Big data, computer shadow, gigantic application libraries have become a brand-new ecosystem to facilitate the growing and application of AI organisations. Too, humans are adapting more to these technologies and big money is being invested in it ,” Dr Jawahar said.
From insight into data, the discussion moved towards AI and expression processing. While areas such as speech recognition and usage synthesis have made advancements, fixing computers understand natural language is the next large-scale point.” Understanding terms, morphology, semantics, and perspectives such as generating sentences are all on the cards ,” Dr Jawahar said.
Use cases and application of AI and ML
When it comes to practical applications of AI, the possibilities are infinite, in areas like healthcare, 3D structure, biometrics, security, etc ., Dr Namboodiri asked, in a time dedicated to use cases of AI and ML. He quoth the following examples to give participants an insider’s perspective.
1. Satellite image segmentation
With the help of AI, satellite images is also available differentiated into categories like regions, superhighways, barren lands, flows, etc. When the satellite flies over the same area again, it can combine previous and current data to equate. Such employments are extremely useful during natural tribulations such as floodlights, tsunamis and earthquakes, and cure plan extricate missions and build new infrastructure.
2. 3D reconstruction
Preserving ancient shrines is one of the biggest ways to protect our history. Digital conservation via 3D reconstruction has gained steam. Dr Namboodiri has are participating in the daring project to preserve the Hampi ruins via digitally recreating them. 3D reconstruction, he said, is a classic precedent of computer imagination solution.
Over the last few years, there has been much exchange on field of data protection and privacy publications surrounding biometric data warehousing plans. Nonetheless, Dr Namboodiri offers a bar examine: Biometrics, like fingerprints and iris pattern parallelling, prove to be valuable in tracing missing brats.” Since the proliferation of Aadhaar, several cases of missing babes have been solved, thanks to their collected biometrics ,” he said.
4. Automated vision
A possible have applied for automated imagination is automotive safety, wherein superhighway damage, potholes, telling observation( all part of autonomous navigation) can be utilised to minimise road accidents.
Apart from all this, the workshop also highlighted how augmented world, 3D appearance and action improvement, and leisure, etc. are among the many crucial areas in which AI and ML works are being developed.
” The workshop acquainted me to a deeper surface of AI and Machine Learning ideas, especially the use disputes by the moderators caught my attention ,” participate Pramod Mohan from Mercedez Benz R& D India said. Echoing Mohan’s sentiment, Shashank, another attendee said,” The workshop gave us a clear understanding of how AI can influence the functionalities of any manufacture. See professionals and obtaining their the recommendations on my doctrine is the best takeaway from the AIML workshop .”
IIIT Hyderabad- Charting a footpath towards AI and ML
IIIT Hyderabad emcees the number one rated Machine Learning Lab in India. The institute’s incubator has hosted over 300 startups on campus, of which many have made a mark exercising AI and ML in diagnostics, education and CRM, among others.
Onward Health, a Bengaluru-based startup, is one among them. It felt its foothold at IIIT Hyderabad and is now working towards automating medical diagnosis in oncology and histopathology. Docturnal, another startup, is using AI to diagnose tuberculosis from the reverberate of a cough while Rady8, located out of Hyderabad, is focused on smartphone-based retinal imaging to prevent blindness in low-income countries.
In the field of education too, startups incubated by IIIT Hyderabad such as Scholr are making a splash. Scholr is an AI-based learning assistant for school students. Instoried, an AI-driven deep tech content startup that helps brands foresee the emotional influence of their content upon their customers& apos; heads, is also an expression of the results of IIIT Hyderabad’s efforts towards AI and ML.
Following this 360 -degree view into the world of AI and ML, the workshop’s last leg focused on building a real-world solution in a couple of hours through a spirited hackathon. Participants were asked to analyse Twitter hashtag trends and segregate them into positive and negative sensibilities based on available tweets in the public domain.
If you missed your chance to get a deeper understanding of the fascinating macrocosm of AI and ML in this workshop, concern not. IIIT Hyderabad is organising yet another workshop on’ Demystifying AI and ML ‘, powered by TalentSprint on December 14, 2019, from 8.30 AM to 6 PM at a prominent spot on Race Course Road. The day-long workshop will answer all your questions and mysteries circumventing AI- its basics, underlying engineerings, current trends, new study in the area and much more from elderly department of India& apos; s producing AI research radical. So, if you are a developer, manager, manufacture chairman or investigates excited by the endless alternatives in the nations of the world of AI, and was intended to drive initiatives to build a business of the future, don’t miss the second edition of the’ Demystifying AI and ML’ summit. Register Now !
Read more: yourstory.com