Difference between revisions of "Hood Ubuntu TensorFlow Datasets 20211112"
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+ | = TBD = | ||
+ | |||
+ | '''TBD: Expand and Organize''': These are scattered notes. | ||
+ | |||
= Datasets = | = Datasets = | ||
* [https://www.tensorflow.org/datasets/catalog/coco TensorFlow Dataset Catalog] | * [https://www.tensorflow.org/datasets/catalog/coco TensorFlow Dataset Catalog] | ||
+ | |||
+ | = Downloads = | ||
+ | |||
+ | == ssd_mobilenet == | ||
+ | |||
+ | $ wget http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz | ||
+ | --2021-09-03 17:11:32-- http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz | ||
+ | Resolving download.tensorflow.org (download.tensorflow.org)... 172.217.14.208, 2607:f8b0:400a:801::2010 | ||
+ | Connecting to download.tensorflow.org (download.tensorflow.org)|172.217.14.208|:80... connected. | ||
+ | HTTP request sent, awaiting response... 200 OK | ||
+ | Length: 76534733 (73M) [application/x-tar] | ||
+ | Saving to: ‘ssd_mobilenet_v1_coco_2017_11_17.tar.gz’ | ||
+ | |||
+ | ssd_mobilenet_v1_co 100%[===================>] 72.99M 9.19MB/s in 7.9s | ||
+ | |||
+ | 2021-09-03 17:11:41 (9.25 MB/s) - ‘ssd_mobilenet_v1_coco_2017_11_17.tar.gz’ saved [76534733/76534733] | ||
+ | |||
+ | See also | ||
+ | |||
+ | ssd_mobilenet_v1_coco_2017_11_17.tar.gz(76.53 MB) | ||
+ | https://www.kaggle.com/manishrai/pre-trained-model-evaluation/data | ||
+ | |||
+ | == Cats and Dogs == | ||
+ | |||
+ | Microsoft | ||
+ | * [https://www.microsoft.com/en-us/download/details.aspx?id=54765 Kaggle Cats and Dogs Dataset] | ||
+ | * Ended up in ~/Downloads as <tt>kagglecatsanddogs_3367a.zip</tt> | ||
+ | |||
+ | Also found at TensorFlow Lesson 05 <tt>Going Further with CNNs</tt> | ||
+ | * [https://classroom.udacity.com/courses/ud187 Intro to TensorFlow for Deep Learning] | ||
+ | * [https://www.tensorflow.org/datasets/catalog/overview TensorFlow Catalog] | ||
+ | ** Scroll to bottom part to "All Datasets" | ||
+ | *** "Image Classification" section | ||
+ | **** <tt>cats_vs_dog</tt> link | ||
+ | |||
+ | = Model Location Code = | ||
+ | |||
+ | Used to find the model so it can be loaded. | ||
+ | |||
+ | * The <tt>model.py</tt> is used in TensorFlow Object Detector found at [[Install Turtlebot3 Hood Waffle Foxy Tensorflow 20210615]]. | ||
+ | * Also see [[Add Server Turtlebot3 Hood Waffle Foxy Tensorflow 20210615]] | ||
+ | * The code is found in <tt>~/ros2-tensorflow/ros2-tensorflow/tf_detection_py/tf_detection_py/models.py</tt> | ||
+ | |||
+ | = Object detection coco = | ||
+ | |||
+ | * https://www.tensorflow.org/datasets/catalog/coco | ||
+ | |||
+ | * https://cocodataset.org/#home | ||
+ | |||
+ | == fiftyone-example == | ||
+ | |||
+ | * https://colab.research.google.com/github/voxel51/fiftyone-examples/blob/master/examples/quickstart.ipynb#scrollTo=lgS1GxwJGneY | ||
+ | |||
+ | = May be Interesting = | ||
+ | |||
+ | * [https://arxiv.org/pdf/1704.04861.pdf MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications] |
Latest revision as of 15:30, 9 December 2021
Contents
TBD
TBD: Expand and Organize: These are scattered notes.
Datasets
Downloads
ssd_mobilenet
$ wget http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz --2021-09-03 17:11:32-- http://download.tensorflow.org/models/object_detection/ssd_mobilenet_v1_coco_2017_11_17.tar.gz Resolving download.tensorflow.org (download.tensorflow.org)... 172.217.14.208, 2607:f8b0:400a:801::2010 Connecting to download.tensorflow.org (download.tensorflow.org)|172.217.14.208|:80... connected. HTTP request sent, awaiting response... 200 OK Length: 76534733 (73M) [application/x-tar] Saving to: ‘ssd_mobilenet_v1_coco_2017_11_17.tar.gz’ ssd_mobilenet_v1_co 100%[===================>] 72.99M 9.19MB/s in 7.9s 2021-09-03 17:11:41 (9.25 MB/s) - ‘ssd_mobilenet_v1_coco_2017_11_17.tar.gz’ saved [76534733/76534733]
See also
ssd_mobilenet_v1_coco_2017_11_17.tar.gz(76.53 MB) https://www.kaggle.com/manishrai/pre-trained-model-evaluation/data
Cats and Dogs
Microsoft
- Kaggle Cats and Dogs Dataset
- Ended up in ~/Downloads as kagglecatsanddogs_3367a.zip
Also found at TensorFlow Lesson 05 Going Further with CNNs
- Intro to TensorFlow for Deep Learning
- TensorFlow Catalog
- Scroll to bottom part to "All Datasets"
- "Image Classification" section
- cats_vs_dog link
- "Image Classification" section
- Scroll to bottom part to "All Datasets"
Model Location Code
Used to find the model so it can be loaded.
- The model.py is used in TensorFlow Object Detector found at Install Turtlebot3 Hood Waffle Foxy Tensorflow 20210615.
- Also see Add Server Turtlebot3 Hood Waffle Foxy Tensorflow 20210615
- The code is found in ~/ros2-tensorflow/ros2-tensorflow/tf_detection_py/tf_detection_py/models.py