How Tesla Autopilot Feature works
What's AI by Louis-François Bouchard
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Subscribe for AI insights, guides, new techniques, courses, and more... I am Louis-François (or just Louis, loo·ee, French pronunciation), from Montreal, Canada, also known as "What's AI", co-founder of Towards AI, and ex-PhD student at Mila. Focused on making AI accessible. I aim to demystify the AI “black box” for everyone and sensitize people about its potential and risks. I also publish articles on my blog every week if you enjoy short reads: https://www.louisbouchard.ai/, and have my updates on the newsletter https://louisbouchard.substack.com/. Check out our courses, trainings and B2B consultation offers: https://www.louisbouchard.ai/b2b/ ►Join our discord server with many other AI enthusiasts: https://www.louisbouchard.ai/learn-ai-together/
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References: ►Read the full article: https://www.louisbouchard.ai/tesla-au... ►"Tesla AI Day", Tesla, August 19th 2021, • Tesla AI Day 2021 ►My Newsletter (A new AI application explained weekly to your emails!): https://www.louisbouchard.ai/newsletter/ Follow me for more AI content: ►Support me on Patreon: / whatsai ►Subscribe to my newsletter: http://eepurl.com/huGLT5 ►Contact: https://www.louisbouchard.ai/contact/ ►My blog: https://www.louisbouchard.ai/tag/arti... ►Medium: / membership Join Our Discord channel, Learn AI Together: ► / discord How to start in AI/ML - A Complete Guide: ►https://www.louisbouchard.ai/learnai/ Become a member of the YouTube community, support my work and get a cool Discord role : / @whatsai Chapters: 0:00 Tesla AI Day- Share this video with your friend and help this channel grow! 0:24 Vision components 1:04 The camera data compression into the vector space 1:57 (1) Rectification module 2:24 (2) Data compression and extraction with a CNN 3:35 (3) Information selection with BiFPN 4:40 (4) Fuse the 8 cameras' information with a transformer block 5:58 The time components for occlusions 6:21 (5) Feature queue 6:55 (6) Video module 7:52 (7) The multi-head tasks 8:00 Summary of the overall architecture 8:50 Conclusion #selfdriving #autopilot #tesla
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