Dmitry.AI

object-detection

Topic Replies Views Activity
Amazon Rekognition Custom Labels
Other
object-detection ,  automl ,  amazon ,  rekognition
1 74 December 14, 2019
Google Cloud AutoML Vision Object Detection
Other
object-detection ,  automl ,  google-cloud
1 93 December 14, 2019
Datasets for an object detection training
Other
training ,  object-detection ,  dataset ,  computer-vision ,  coco ,  image-net ,  open-images-dataset ,  pascal-voc
1 153 May 21, 2019
What does mean «IOU» in TensorBoard?
TensorBoard
coco ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  computer-vision
2 329 May 14, 2019
How did I run the official Object Detection API tutorial (`object_detection_tutorial.ipynb`) for TensorFlow in Windows 7?
Usage
windows ,  tensorflow ,  object-detection ,  tensorflow-object-detection ,  tensorflow-usage
1 2003 April 16, 2019
Yosinski, Clune, Bengio, Lipson - «How transferable are features in deep neural networks?» (2014)
Theory
theory ,  transfer-learning ,  object-detection ,  article ,  computer-vision
2 199 May 21, 2019
CS231n: «Convolutional Neural Networks for Visual Recognition»
Theory
object-detection ,  сonvolutional-neural-network ,  theory ,  computer-vision ,  stanford-class
1 111 May 16, 2019
Detectron: a Facebook's platform for object detection research
Other
object-detection ,  computer-vision
1 170 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
1 2839 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
1 247 May 14, 2019
Long, Shelhamer, Darrell - «Fully Convolutional Networks for Semantic Segmentation» (2014)
Theory
book ,  theory ,  object-detection ,  сonvolutional-neural-network ,  computer-vision
1 98 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
1 284 May 19, 2019
What is «stride» for a сonvolutional neural network?
Theory
object-detection ,  сonvolutional-neural-network ,  theory ,  stride ,  glossary ,  computer-vision
1 153 May 16, 2019
What is «ground truth» in object detection?
Theory
theory ,  object-detection ,  glossary ,  computer-vision
1 139 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
2 515 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
3 235 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
3 1265 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
2 958 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
2 273 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
2 838 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
2 615 May 16, 2019
What does mean «DetectionBoxes_Precision» in TensorBoard?
TensorBoard
object-detection ,  tensorflow-object-detection ,  tensorflow ,  tensorflow-usage ,  tensorboard ,  coco
2 279 May 14, 2019
What does mean «mAP» in TensorBoard?
TensorBoard
object-detection ,  tensorflow-object-detection ,  tensorflow ,  tensorflow-usage ,  tensorboard ,  coco ,  mean-average-precision ,  computer-vision
2 621 May 14, 2019
What does mean «faster_rcnn» → «num_classes» in TensorFlow?
API
tensorflow-api ,  object-detection ,  tensorflow-object-detection ,  tensorflow ,  faster-rcnn ,  сonvolutional-neural-network ,  training ,  computer-vision
2 202 May 13, 2019
How did I run a TensorFlow training on the PASCAL VOC dataset in Windows 7?
Usage
windows ,  tensorflow ,  object-detection ,  tensorflow-object-detection ,  pascal-voc ,  tensorflow-usage ,  tensorboard ,  computer-vision
2 795 May 12, 2019
How did I run a TensorFlow training on the PASCAL VOC dataset in Ubuntu 18.04?
Usage
object-detection ,  tensorflow-usage ,  ubuntu ,  tensorflow ,  tensorflow-object-detection ,  pascal-voc ,  tensorboard ,  computer-vision
2 1476 May 12, 2019
How to fix the «No module named 'pycocotools'» TensorFlow error in Ubuntu 18.04?
Installation
tensorflow-installation ,  object-detection ,  ubuntu ,  tensorflow ,  tensorflow-object-detection ,  coco ,  computer-vision
2 267 May 12, 2019
How to fix «pycocotools/_mask.c: No such file or directory» on COCO API / PythonAPI compilation in Ubuntu 18.04?
Installation
python ,  tensorflow-installation ,  object-detection ,  ubuntu ,  tensorflow-object-detection ,  coco ,  computer-vision
2 437 May 12, 2019