|
What is «classification» in machine learning?
|
|
1
|
875
|
May 24, 2019
|
|
ImageNet error rate history
|
|
0
|
1235
|
May 21, 2019
|
|
What is the «softmax» function?
|
|
0
|
425
|
May 24, 2019
|
|
What is the «slow convergence» problem?
|
|
0
|
443
|
May 24, 2019
|
|
What is the «saturating gradients» problem?
|
|
0
|
435
|
May 24, 2019
|
|
What is the «vanishing gradient» problem?
|
|
0
|
488
|
May 23, 2019
|
|
What is an «activation function»?
|
|
1
|
676
|
May 23, 2019
|
|
What is «backpropogation»?
|
|
0
|
416
|
May 24, 2019
|
|
What is a «leaky ReLU»?
|
|
0
|
464
|
May 23, 2019
|
|
What is the «dying ReLU» problem?
|
|
0
|
544
|
May 23, 2019
|
|
What is a «rectified linear unit» («ReLU»)?
|
|
0
|
533
|
May 23, 2019
|
|
What is a «rectifier»?
|
|
0
|
351
|
May 23, 2019
|
|
Cody Marie Wild - «Convolution: an exploration of a familiar operator’s deeper roots» (2018-10-01)
|
|
0
|
630
|
May 23, 2019
|
|
Cody Marie Wild - «Convolution: centering on a point of confusion»
|
|
0
|
1029
|
May 23, 2019
|
|
Cody Marie Wild - «Convolution as localized information aggregation»
|
|
1
|
906
|
May 22, 2019
|
|
Cody Marie Wild - «Convolution as function smoothing»
|
|
1
|
963
|
May 22, 2019
|
|
Bart M. Haar Romeny - «Front-end vision and multi-scale image analysis» (2003)
|
|
0
|
579
|
May 22, 2019
|
|
What is «saliency» in computer vision?
|
|
1
|
582
|
May 22, 2019
|
|
Szegedy, Liu, Jia, Sermanet, Reed, Anguelov, Erhan,Vanhoucke, Rabinovich - «Going Deeper with Convolutions» (2015)
|
|
0
|
564
|
May 21, 2019
|
|
CS131: «Computer Vision: Foundations and Applications»
|
|
0
|
621
|
May 21, 2019
|
|
CS231n: «Convolutional Neural Networks for Visual Recognition»
|
|
0
|
595
|
May 16, 2019
|
|
David A. Forsyth, Jean Ponce - «Computer Vision: A Modern Approach» (2011)
|
|
0
|
1510
|
May 21, 2019
|
|
Detectron: a Facebook's platform for object detection research
|
|
0
|
675
|
May 9, 2019
|
|
How did I install the COCO API for TensorFlow in Ubuntu 18.04?
|
|
0
|
6638
|
May 12, 2019
|
|
What does mean «mAP@.50IOU» in TensorBoard?
|
|
0
|
1196
|
May 14, 2019
|
|
Long, Shelhamer, Darrell - «Fully Convolutional Networks for Semantic Segmentation» (2014)
|
|
0
|
565
|
May 16, 2019
|
|
`batch_size` > 1 requires an `image_resizer` of `fixed_shape_resizer` in Tensorflow
|
|
0
|
941
|
May 19, 2019
|
|
What is «stride» for a сonvolutional neural network?
|
|
0
|
703
|
May 16, 2019
|
|
What is «ground truth» in object detection?
|
|
0
|
626
|
May 16, 2019
|
|
Lisa Torrey, Jude Shavlik (2009) - «Transfer Learning»
|
|
1
|
1653
|
May 21, 2019
|