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ClimbFindr
Kathi Seidl-Rathkopf
“I promise to be open to trying out
new things and to give the
traverse on CCK another go.”
“I promise to be open to trying out
new things and to give the
traverse on CCK another go.”
What should I climb next?
(to practice for Cascading Crystal Kaleidoscope (CCK))
Data acquisition
~70,000 climbing routes
Data acquisition
~70,000 climbing routes
Data cleaning/feature extraction
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
67 Features
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
average rating
67 Features
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
average rating
length
67 Features
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
average rating
length
difficulty
67 Features
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
average rating
difficulty
length
traverse
67 Features
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
average rating
difficulty
length
overhang
traverse
67 Features
average rating
difficulty
length
overhang
traverse
mantle
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
67 Features
overhang
“… from the oak tree rap/belay station, climb
straight up the rock directly behind the tree until
it's obvious to traverse right under the overhang.
Traverse either high or low (awkward either way)
about 8' right, make a difficult mantle past a
bulge, then trend left up to the belay.”
bouldery
exposure
sustained
crimpy
chimney
…
average rating
difficulty
length
traverse
mantle
67 Features
Data cleaning/feature extraction
Data acquisition
~70,000 climbing routes
Cosine Similarity
Data cleaning/feature extraction
Data acquisition
~70,000 climbing routes
Cosine Similarity
ClimbFindr
* filters by specified criteria
* queries database for 3 most similar climbs
Data cleaning/feature extraction
Data acquisition
~70,000 climbing routes
thin slabs CCK
3 pitches
5.8
3 pitches
5.7+
… step down and make an exposed
traverse to the right on small edges
… an exposed, overhanging, pumpy
hand traverse, with so-so hands and
poor feet …
thin slabs CCK
3 pitches
5.8
3 pitches
5.7+
… step down and make an exposed
traverse to the right on small edges
… an exposed, overhanging, pumpy
hand traverse, with so-so hands and
poor feet …
… climb past a short left-facing
corner, with a thin crack to a stance
at the overhang.
… climb the right-angling thin
crack with a bouldery start
thin slabs CCK
3 pitches
5.8
3 pitches
5.7+
… step down and make an exposed
traverse to the right on small edges
… an exposed, overhanging, pumpy
hand traverse, with so-so hands and
poor feet …
… climb past a short left-facing
corner, with a thin crack to a stance
at the overhang.
… climb the right-angling thin
crack with a bouldery start
… until it's obvious to traverse right
under the overhang
… climb an overhang on the right,
continue to a ledge …
“trad”(itional)
climbing
sport
climbing
“trad”(itional)
climbing
sport
climbing
Ph.D.
Psychology & Neuroscience
B.Sc. & M.Sc.
Cognitive Neuroscience
Ph.D.
Psychology & Neuroscience
B.Sc. & M.Sc.
Cognitive Neuroscience
Ph.D.
Psychology & Neuroscience
B.Sc. & M.Sc.
Cognitive Neuroscience

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ClimbFindr

  • 2.
  • 3. “I promise to be open to trying out new things and to give the traverse on CCK another go.”
  • 4. “I promise to be open to trying out new things and to give the traverse on CCK another go.” What should I climb next? (to practice for Cascading Crystal Kaleidoscope (CCK))
  • 5.
  • 7. Data acquisition ~70,000 climbing routes Data cleaning/feature extraction
  • 8. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” 67 Features
  • 9. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” average rating 67 Features
  • 10. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” average rating length 67 Features
  • 11. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” average rating length difficulty 67 Features
  • 12. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” average rating difficulty length traverse 67 Features
  • 13. “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” average rating difficulty length overhang traverse 67 Features
  • 14. average rating difficulty length overhang traverse mantle “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” 67 Features
  • 15. overhang “… from the oak tree rap/belay station, climb straight up the rock directly behind the tree until it's obvious to traverse right under the overhang. Traverse either high or low (awkward either way) about 8' right, make a difficult mantle past a bulge, then trend left up to the belay.” bouldery exposure sustained crimpy chimney … average rating difficulty length traverse mantle 67 Features
  • 16. Data cleaning/feature extraction Data acquisition ~70,000 climbing routes
  • 17. Cosine Similarity Data cleaning/feature extraction Data acquisition ~70,000 climbing routes
  • 18. Cosine Similarity ClimbFindr * filters by specified criteria * queries database for 3 most similar climbs Data cleaning/feature extraction Data acquisition ~70,000 climbing routes
  • 19. thin slabs CCK 3 pitches 5.8 3 pitches 5.7+ … step down and make an exposed traverse to the right on small edges … an exposed, overhanging, pumpy hand traverse, with so-so hands and poor feet …
  • 20. thin slabs CCK 3 pitches 5.8 3 pitches 5.7+ … step down and make an exposed traverse to the right on small edges … an exposed, overhanging, pumpy hand traverse, with so-so hands and poor feet … … climb past a short left-facing corner, with a thin crack to a stance at the overhang. … climb the right-angling thin crack with a bouldery start
  • 21. thin slabs CCK 3 pitches 5.8 3 pitches 5.7+ … step down and make an exposed traverse to the right on small edges … an exposed, overhanging, pumpy hand traverse, with so-so hands and poor feet … … climb past a short left-facing corner, with a thin crack to a stance at the overhang. … climb the right-angling thin crack with a bouldery start … until it's obvious to traverse right under the overhang … climb an overhang on the right, continue to a ledge …
  • 24.
  • 25. Ph.D. Psychology & Neuroscience B.Sc. & M.Sc. Cognitive Neuroscience
  • 26. Ph.D. Psychology & Neuroscience B.Sc. & M.Sc. Cognitive Neuroscience
  • 27. Ph.D. Psychology & Neuroscience B.Sc. & M.Sc. Cognitive Neuroscience