3 ms·

What better papers would you recommend reading?

deepnotderp 9y ago
Arxiv is thou friend :) https://www.google.com/search?q=fast+object+detection+deep+learning+arxiv&oq=fast+object+detection+deep+learning+arxiv&gs_l=psy-ab.3...7628.7966.0.8024.5.4.0.0.0.0.102.315.3j1.4.0.foo%2Cnso-ehuqi%3D1%2Cnso-ehuui%3D1%2Cewh%3D0%2Cnso-mplt%3D2%2Cnso-enksa%3D0%2Cnso-enfk%3D1%2Cnso-usnt%3D1%2Cnso-qnt-npqp%3D0-1633%2Cnso-qnt-npdq%3D0-5608%2Cnso-qnt-npt%3D0-1229%2Cnso-qnt-ndc%3D2051%2Ccspa-dspm-nm-mnp%3D0-06145%2Ccspa-dspm-nm-mxp%3D0-153625%2Cnso-unt-npqp%3D0-1506%2Cnso-unt-npdq%3D0-4694%2Cnso-unt-npt%3D0-061%2Cnso-unt-ndc%3D300%2Ccspa-uipm-nm-mnp%3D0-007625%2Ccspa-uipm-nm-mxp%3D0-053375...0...1.1.64.psy-ab..2.0.0.Gv5RYBfHmfU https://www.google.com/search?q=fast+object+detection+deep+l... and https://www.reddit.com/r/MachineLearning/search?q=object+detection&restrict_sr=on&sort=new&t=all https://www.reddit.com/r/MachineLearning/search?q=object+det... There's been an absolute deluge of papers, I can't say I've kept up with them all. There was one interesting one in particular was able to learn object detection in an unsupervised manner in a novel improvement upon Bottou's "is object detection for free" paper.
- anc84 9y ago
  > There's been an absolute deluge of papers, I can't say I've kept up with them all. That's why recommendations were asked for.
- maffydub 9y ago
  To save someone googling, the referenced "Is object detection for free" paper is at http://leon.bottou.org/publications/pdf/cvpr-2015.pdf http://leon.bottou.org/publications/pdf/cvpr-2015.pdf I also just came across "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks", which looks interesting and is at https://arxiv.org/pdf/1506.01497.pdf https://arxiv.org/pdf/1506.01497.pdf (I'll be reading these after work tonight.)
  - nl 9y ago
    These are both older and not as good as YOLO9000.
    - deepnotderp 9y ago
      I know, they are old references.
- k__ 9y ago
  Nice. How good is face recognition at the moment? Or is this a completely different topic :D

Arxiv is thou friend :) https://www.google.com/search?q=fast+object+detection+deep+learning+arxiv&oq=fast+object+detection+deep+learning+arxiv&gs_l=psy-ab.3...7628.7966.0.8024.5.4.0.0.0.0.102.315.3j1.4.0.foo%2Cnso-ehuqi%3D1%2Cnso-ehuui%3D1%2Cewh%3D0%2Cnso-mplt%3D2%2Cnso-enksa%3D0%2Cnso-enfk%3D1%2Cnso-usnt%3D1%2Cnso-qnt-npqp%3D0-1633%2Cnso-qnt-npdq%3D0-5608%2Cnso-qnt-npt%3D0-1229%2Cnso-qnt-ndc%3D2051%2Ccspa-dspm-nm-mnp%3D0-06145%2Ccspa-dspm-nm-mxp%3D0-153625%2Cnso-unt-npqp%3D0-1506%2Cnso-unt-npdq%3D0-4694%2Cnso-unt-npt%3D0-061%2Cnso-unt-ndc%3D300%2Ccspa-uipm-nm-mnp%3D0-007625%2Ccspa-uipm-nm-mxp%3D0-053375...0...1.1.64.psy-ab..2.0.0.Gv5RYBfHmfU https://www.google.com/search?q=fast+object+detection+deep+l... and https://www.reddit.com/r/MachineLearning/search?q=object+detection&restrict_sr=on&sort=new&t=all https://www.reddit.com/r/MachineLearning/search?q=object+det... There's been an absolute deluge of papers, I can't say I've kept up with them all. There was one interesting one in particular was able to learn object detection in an unsupervised manner in a novel improvement upon Bottou's "is object detection for free" paper.

anc84 9y ago
> There's been an absolute deluge of papers, I can't say I've kept up with them all. That's why recommendations were asked for.
maffydub 9y ago
To save someone googling, the referenced "Is object detection for free" paper is at http://leon.bottou.org/publications/pdf/cvpr-2015.pdf http://leon.bottou.org/publications/pdf/cvpr-2015.pdf I also just came across "Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks", which looks interesting and is at https://arxiv.org/pdf/1506.01497.pdf https://arxiv.org/pdf/1506.01497.pdf (I'll be reading these after work tonight.)
- nl 9y ago
  These are both older and not as good as YOLO9000.
  - deepnotderp 9y ago
    I know, they are old references.
k__ 9y ago
Nice. How good is face recognition at the moment? Or is this a completely different topic :D