History

Hougang Liu 6855802aa1 tf-training-job doesn't complete (#367 ) In tensorflow/models/research/object_detection/, only tensorflow/models/research/object_detection/legacy/train.py supports kubeflow sor far (construct cluster by reading TF_CONFIG environment var). Fixes: #277		2018-11-28 22:48:21 -08:00
..
batch-predict	Batch predict example for object detection using GPU (#199 )	2018-08-03 11:57:53 -07:00
conf	Updated object detection training example (#228 )	2018-08-20 19:32:12 -07:00
docker	tf-training-job doesn't complete (#367 )	2018-11-28 22:48:21 -08:00
ks-app	tf-training-job doesn't complete (#367 )	2018-11-28 22:48:21 -08:00
serving_script	Example of TF Serving with GPU (#154 )	2018-07-24 21:44:55 -07:00
README.md	Batch predict example for object detection using GPU (#199 )	2018-08-03 11:57:53 -07:00
export_tf_graph.md	Updated object detection training example (#228 )	2018-08-20 19:32:12 -07:00
monitor_job.md	Updated object detection training example (#228 )	2018-08-20 19:32:12 -07:00
setup.md	Highlight the kubectl command. (#369 )	2018-11-28 22:41:40 -08:00
submit_batch_predict.md	Batch predict example for object detection using GPU (#199 )	2018-08-03 11:57:53 -07:00
submit_job.md	Fixed broken links in object detection example (#211 )	2018-08-03 16:05:27 -07:00
tf_serving_cpu.md	Fixed broken links in object detection example (#211 )	2018-08-03 16:05:27 -07:00
tf_serving_gpu.md	Small fix to TF serving gpu (#221 )	2018-08-14 14:27:35 -07:00

README.md

Distributed TensorFlow Object Detection Training and Serving on K8s with Kubeflow

This example demonstrates how to use kubeflow to train/serve an object detection model on an existing K8s cluster using the TensorFlow object detection API

This example is based on the TensorFlow Pets tutorial.

Steps: