Welch Labs | Learning To See [Part 6: It's Definitely Time to Play with Legos] @WelchLabsVideo | Uploaded 7 years ago | Updated 8 minutes ago
In this series, we'll explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. It's gonna be crazy.
Supporting Code: github.com/stephencwelch/LearningToSee
welchlabs.com
@welchlabs
In this series, we'll explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. It's gonna be crazy.
Supporting Code: github.com/stephencwelch/LearningToSee
welchlabs.com
@welchlabs
![Learning To See [Part 6: Its Definitely Time to Play with Legos]](https://i.ytimg.com/vi/GufQYkMkdpw/hqdefault.jpg "Learning To See [Part 6: Its Definitely Time to Play with Legos]
In this series, well explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. Its gonna be crazy.
Supporting Code: https://github.com/stephencwelch/LearningToSee
welchlabs.com
@welchlabs")
![Self Driving Cars [S1E2: ALVINN]](https://i.ytimg.com/vi/H0igiP6Hg1k/hqdefault.jpg "Self Driving Cars [S1E2: ALVINN]
PATREON: https://www.patreon.com/welchlabs
TWITTER: @welchlabs
MORE: http://www.welchlabs.com
CODE: https://github.com/stephencwelch/self_driving_cars
Welch Labs on backpropogation
https://www.youtube.com/watch?v=GlcnxUlrtek
Great 3B1B Video on backpropogation
https://www.youtube.com/watch?v=tIeHLnjs5U8
FURTHER READING
Backpropagation: https://www.nature.com/articles/323533a0
ALVINN: http://www.cs.cmu.edu/afs/cs/Web/People/bhamner/neuralNetworksProject/pomerleau_dean.pdf
ALVINN: https://pdfs.semanticscholar.org/df76/59b147d04186a4885cdbe10fcf60e2ffca4e.pdf
ALVINN: http://papers.nips.cc/paper/95-alvinn-an-autonomous-land-vehicle-in-a-neural-network.pdf
VIDEO REFERENCES
Nvidia End-to-End: https://www.youtube.com/watch?v=qhUvQiKec2U
Amnon Shashua: https://www.youtube.com/watch?v=GCMXXXmxG-I
Chris Urmso: https://www.youtube.com/watch?v=BtgBySRrN0Q
Navlab: https://www.youtube.com/watch?v=QFpBtOG87ak
More Navlab: https://www.youtube.com/watch?v=ntIczNQKfjQ
More more Navlab:https://www.youtube.com/watch?v=QFpBtOG87ak
More more more navlab: https://www.youtube.com/watch?v=rV0H7u6tmIk
You guess it, more navlab: https://www.youtube.com/watch?v=5-acCtyKf7E
Navlab on the news: https://www.youtube.com/watch?v=IaoIqVMd6tc
MUSIC
https://www.premiumbeat.com/royalty-free-tracks/vultures
https://www.premiumbeat.com/royalty-free-tracks/wanderer
https://www.premiumbeat.com/royalty-free-tracks/girl-power
https://www.premiumbeat.com/royalty-free-tracks/language-2
SPECIAL THANKS TO
Tony Fast
Krish Ravindranath
Karthik Naga
Dean Pomerleau
- And -
Sid Sarasvati
Ross Hanson
Yana Chernobilsky
Vin Soma
Antoine Pintout
Jaewon Jung
Raphael J Vasquez
AJ Englehardt
Nate Fuller")
![How to Science [Part 2: Our Universe = Math?]](https://i.ytimg.com/vi/I7rlzkU7zbk/hqdefault.jpg "How to Science [Part 2: Our Universe = Math?]
pdf for this video: http://www.welchlabs.com/guides
support welch labs: https://www.patreon.com/welchlabs
music:
https://www.premiumbeat.com/royalty_free_music/songs/storytelling-piano
https://www.premiumbeat.com/royalty_free_music/songs/dark-eyes-gypsy-jazz
https://www.premiumbeat.com/royalty_free_music/songs/truth-to-tell")
![Learning To See [Part 12: Lets Get Greedy]](https://i.ytimg.com/vi/Kg8W_q8pHik/hqdefault.jpg "Learning To See [Part 12: Lets Get Greedy]
In this series, well explore the complex landscape of machine learning and artificial intelligence through one example from the field of computer vision: using a decision tree to count the number of fingers in an image. Its gonna be crazy.
Supporting Code: https://github.com/stephencwelch/LearningToSee
welchlabs.com
@welchlabs")
