Hood Ubuntu TensorFlow Datasets 20211112
From wikidb
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
