ditsuke
commented
1 year ago @ashishdevo28 would you like to give this talk in-person on the 17th of June?
Closed harsh2ai closed 1 year ago
ditsuke
commented
1 year ago @ashishdevo28 would you like to give this talk in-person on the 17th of June?
progmatic-99
commented
1 year ago @ditsuke you tagged the wrong person, ig
@harsh2ai would you like to give this talk in-person on the 17th of June?
harsh2ai
commented
1 year ago @progmatic-99 , @ditsuke yeah I would be available on the 17th of June
Title
CLIP: Decoding Visual Secrets with AI Superpowers
Describe your Talk
📖 Abstract:
"Unleash the Power of CLIP: Supercharge Image Classification with AI Wizardry! Join this exciting session as we dive into the groundbreaking world of CLIP by OpenAI. Discover how this revolutionary model combines the prowess of vision and language understanding, enabling lightning-fast image classification. Learn how to leverage CLIP to train models swiftly, harness transfer learning, and unlock zero-shot learning capabilities. Through live demonstrations and real-world examples, witness the magic of CLIP in action. Get ready to decode visual secrets and elevate your image classification game with the AI superpowers of CLIP. Don't miss out on this mind-bending journey into the future of AI!"
🎯 Objectives: Introduce attendees to CLIP: Educate the audience about the concept and capabilities of CLIP, providing an overview of its architecture and how it combines vision and language understanding.
Highlight the benefits of CLIP for image classification: Explain the advantages of using CLIP for training image classification models, such as its efficiency, transfer learning capabilities, and the ability to perform zero-shot learning.
Showcase practical applications: Demonstrate real-world examples and case studies that illustrate the effectiveness of CLIP for image classification tasks, showcasing its potential impact across various domains.
Provide hands-on insights: Conduct a live demonstration to give attendees a practical understanding of how to use CLIP for training image classification models, sharing tips and best practices along the way.
Discuss future directions and limitations: Explore the potential advancements and developments in the field of CLIP, while also acknowledging its current limitations and challenges.
💡 Topics Covered:
Introduction to CLIP
What is CLIP and how does it work?
Explanation of the pretraining process and the use of contrastive learning.
How CLIP can be used to train image classification models efficiently.
Dataset preparation for training image classification models with CLIP.
🎯 Target Audience Data Scientists, Researchers , interested folks who are delving in the field and want to understand how can they save time in training image classification tasks
Pre-requisites & reading material
This topic will be an overview and will try to consider folks with some knowledge of deep learning, audience with information on computer vision and deep learning would really enjoy this topic
Time required for the talk
45 mins
Link to slides/demos
No response
About you
I'm Harsh, I am currently working as a Data Scientist at Artivatic.ai, I like to solve problems that involve using data to gather insights and building something meaningful out of them so we can solve the problem of the world as a whole and not just depend on some null hypothesis
As a Python aficionado, I've immersed myself in the exciting realms of artificial intelligence and machine learning. With a solid foundation in Python programming, I've embarked on a thrilling journey to explore the vast possibilities of AI and its intersection with Python.
Through hands-on projects and continuous learning, I've honed my skills in developing AI-powered solutions and leveraging Python's immense capabilities. From natural language processing to computer vision and data analysis, I've delved into various domains, expanding my expertise.
Apart from my skills, I love to invest time in communities, also a co-organizer of kaggle days meetup Delhi Group an ex GDSC Lead over the past years I have worked in different industries like Agritech, SaaS, Automobile, Ecommerce , Food and FinTech
Join me, Harsh, as we dive into the ever-evolving world of AI and Python. Together, we'll unlock the potential of these cutting-edge technologies, empowering you to embark on your own innovation-driven ventures. Get ready to be inspired, motivated, and equipped with the tools to shape the future with AI and Python at your fingertips.
Let's make waves in the world of technology together!
Availability
Upcoming Meetup
Any comments
No response