computer-vision

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Datasets for an object detection training
Other
training ,  object-detection ,  dataset ,  computer-vision ,  coco ,  image-net ,  open-images-dataset ,  pascal-voc
0 550 May 21, 2019
What does mean «IOU» in TensorBoard?
TensorBoard
coco ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  computer-vision
1 1203 May 14, 2019
What is «image segmentation»?
Theory
todo ,  glossary ,  theory ,  computer-vision
0 409 May 25, 2019
Szegedy, Vanhoucke, Ioffe, Shlens, Wojna - «Rethinking the Inception Architecture for Computer Vision» (2015)
Theory
computer-vision ,  article ,  theory ,  inception
1 643 May 21, 2019
Yosinski, Clune, Bengio, Lipson - «How transferable are features in deep neural networks?» (2014)
Theory
theory ,  transfer-learning ,  object-detection ,  article ,  computer-vision
1 603 May 21, 2019
«Transfer learning using pretrained ConvNets» (a TensorFlow image classification tutorial)
Usage
tensorflow ,  image-classification ,  transfer-learning ,  сonvolutional-neural-network ,  article ,  computer-vision
0 506 May 21, 2019
Pete Warden - «How to Classify Images with TensorFlow» (2015-12-07)
Usage
tensorflow ,  image-classification ,  article ,  google-blog ,  сonvolutional-neural-network ,  computer-vision
0 594 May 21, 2019
ImageNet error rate history
Other
computer-vision ,  image-net ,  image-classification
0 868 May 21, 2019
Artificial Intelligence hubs on arXiv
Theory
computer-vision ,  theory ,  article
0 303 May 23, 2019
Bart M. Haar Romeny - «Front-end vision and multi-scale image analysis» (2003)
Books
computer-vision ,  theory ,  book
0 355 May 22, 2019
What is «saliency» in computer vision?
Theory
glossary ,  theory ,  computer-vision ,  saliency
1 360 May 22, 2019
Szegedy, Liu, Jia, Sermanet, Reed, Anguelov, Erhan,Vanhoucke, Rabinovich - «Going Deeper with Convolutions» (2015)
Theory
article ,  сonvolutional-neural-network ,  theory ,  computer-vision
0 332 May 21, 2019
CS131: «Computer Vision: Foundations and Applications»
Theory
computer-vision ,  theory ,  stanford-class
0 405 May 21, 2019
CS231n: «Convolutional Neural Networks for Visual Recognition»
Theory
object-detection ,  сonvolutional-neural-network ,  theory ,  computer-vision ,  stanford-class
0 397 May 16, 2019
David A. Forsyth, Jean Ponce - «Computer Vision: A Modern Approach» (2011)
Books
computer-vision ,  book ,  theory
0 459 May 21, 2019
Detectron: a Facebook's platform for object detection research
Other
object-detection ,  computer-vision
0 447 May 9, 2019
How did I install the COCO API for TensorFlow in Ubuntu 18.04?
Installation
tensorflow ,  tensorflow-installation ,  object-detection ,  tensorflow-object-detection ,  coco ,  computer-vision
0 5583 May 12, 2019
What does mean «mAP@.50IOU» in TensorBoard?
TensorBoard
object-detection ,  tensorflow-object-detection ,  tensorflow ,  tensorflow-usage ,  tensorboard ,  mean-average-precision ,  computer-vision
0 870 May 14, 2019
Long, Shelhamer, Darrell - «Fully Convolutional Networks for Semantic Segmentation» (2014)
Books
book ,  theory ,  object-detection ,  сonvolutional-neural-network ,  computer-vision
0 368 May 16, 2019
`batch_size` > 1 requires an `image_resizer` of `fixed_shape_resizer` in Tensorflow
API
batch-size ,  tensorflow ,  training ,  сonvolutional-neural-network ,  tensorflow-object-detection ,  object-detection ,  tensorflow-image-resizer ,  computer-vision
0 726 May 19, 2019
What is «stride» for a сonvolutional neural network?
Theory
object-detection ,  сonvolutional-neural-network ,  theory ,  stride ,  glossary ,  computer-vision
0 516 May 16, 2019
What is «ground truth» in object detection?
Theory
theory ,  object-detection ,  glossary ,  computer-vision
0 402 May 16, 2019
What does mean «train_config» → «gradient_clipping_by_norm» in TensorFlow?
API
tensorflow-api ,  tensorflow ,  training ,  tensorflow-object-detection ,  object-detection ,  computer-vision
1 1508 May 19, 2019
What does mean «faster_rcnn» → «image_resizer» in TensorFlow?
API
faster-rcnn ,  tensorflow-api ,  tensorflow ,  training ,  сonvolutional-neural-network ,  tensorflow-object-detection ,  object-detection ,  computer-vision
2 727 May 19, 2019
What does mean «faster_rcnn» → «image_resizer» → «keep_aspect_ratio_resizer» in TensorFlow?
API
tensorflow-api ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  faster-rcnn ,  сonvolutional-neural-network ,  training ,  tensorflow-image-resizer ,  computer-vision
2 3146 May 19, 2019
What does mean «train_config» → «data_augmentation_options» in TensorFlow?
API
tensorflow-api ,  tensorflow ,  training ,  tensorflow-object-detection ,  object-detection ,  computer-vision
1 2319 May 18, 2019
What does mean «model» → «faster_rcnn» → «first_stage_box_predictor_conv_hyperparams» in TensorFlow?
API
tensorflow-api ,  faster-rcnn ,  tensorflow-object-detection ,  tensorflow ,  object-detection ,  training ,  computer-vision ,  hyperparameter
1 860 May 16, 2019
What does mean «model» → «faster_rcnn» → «feature_extractor» → «first_stage_features_stride» in TensorFlow?
API
tensorflow-api ,  faster-rcnn ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  сonvolutional-neural-network ,  stride ,  training ,  computer-vision
1 2372 May 16, 2019
What does mean «train_config» → «from_detection_checkpoint» in TensorFlow?
API
tensorflow-api ,  faster-rcnn ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  сonvolutional-neural-network ,  training ,  computer-vision
1 1610 May 16, 2019
What does mean «mAP» in TensorBoard?
TensorBoard
object-detection ,  tensorflow-object-detection ,  tensorflow ,  tensorflow-usage ,  tensorboard ,  coco ,  mean-average-precision ,  computer-vision
1 2127 May 14, 2019