AI-Web3-Talk
Resources and References for talk on AI and Web3
Presentation/Slides
Resource and References
This is a list of resources refered while preparing content for the talk. I have also added extra stuff about AI and Blockchain that I have which can be refered for extra reading.
About me
AI/ML
Web3
AI/ML in Web3
My Projects
NLP/Time Series
- Fweelts: Detect sentiments from twitter data. Normal, Financial & Emotional.
- Stock Price from Fundmentals Prediction: Predict if a stock will go up in the next 3 months based on fundamentals
- Pollumeter: Detect future AQI by analysing time series data.
Computer Vision
- Autonomous Car: Detect traffic signs, pedestrians and other cars. Also Lane Keeping.
- Distributed City Surveillance: Detect guns and knives in public places
- AutoNet: Neural architecture search for CNN, SaaS.
- Stereo Depth Estimatio: Estimate depth from stereo images
General ML/Data
- Qupid: Build teams made for each other with the power of AI
- Smart Sampling Synthesiser: Use FFT like algo based on LinReg to replicate audio as synth
RL for Data Augmentation
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RL for Data Augmentation: Cen we augment images in special ways which make information extraction easier?
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Autonomous Greenhouse Control: Control greenhouse parameter using RL.
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Congestion Control in Networks: Smart congestion control algorithm using reinforcement learning.