$ sudo apt-get update
$ sudo apt-get install \
apt-transport-https \
ca-certificates \
curl \
software-properties-common
$ curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo apt-key add -
$ sudo apt-key fingerprint 0EBFCD88
$ sudo add-apt-repository \
"deb [arch=amd64] https://download.docker.com/linux/ubuntu \
$(lsb_release -cs) \
stable"
$ sudo apt-get update
$ sudo apt-get install docker-ce# or (Not Tested Yet)
$ curl -fsSL http://get.docker.com | bash
$ sudo docker run hello-world
$ sudo docker build -t tensorflow_obj_detect .
$ sudo docker run -it --net host --device /dev/video0 tensorflow_obj_detect$ python obj_detect_stream_server.pyOr if you decide to use docker-compose.yml, you can build and run in a single command as following: (Not Tested Yet)
$ sudo docker-compose up| Command | Default |
|---|---|
| --host | localhost |
| --port | 8080 |
| Command | Default |
|---|---|
| --source | 0 |
| --decoder | /tensorflow/models/research/object_detection/data/mscoco_label_map.pbtxt |
| --model | ssd_mobilenet_v2_coco_2018_03_29 |
| id | --model |
|---|---|
| 1 | ssd_mobilenet_v1_coco_2018_01_28 |
| 2 | ssd_mobilenet_v1_0.75_depth_300x300_coco14_sync_2018_07_03 |
| 3 | ssd_mobilenet_v1_quantized_300x300_coco14_sync_2018_07_18 |
| 4 | ssd_mobilenet_v1_0.75_depth_quantized_300x300_coco14_sync_2018_07_18 |
| 5 | ssd_mobilenet_v1_ppn_shared_box_predictor_300x300_coco14_sync_2018_07_03 |
| 6 | ssd_mobilenet_v1_fpn_shared_box_predictor_640x640_coco14_sync_2018_07_03 |
| 7 | ssd_resnet50_v1_fpn_shared_box_predictor_640x640_coco14_sync_2018_07_03 |
| 8 | ssd_mobilenet_v2_coco_2018_03_29 |
| 9 | ssdlite_mobilenet_v2_coco_2018_05_09 |
| 10 | ssd_inception_v2_coco_2018_01_28 |
| 11 | faster_rcnn_inception_v2_coco_2018_01_28 |
| 12 | faster_rcnn_resnet50_coco_2018_01_28 |
| 13 | faster_rcnn_resnet50_lowproposals_coco_2018_01_28 |
| 14 | rfcn_resnet101_coco_2018_01_28 |
| 15 | faster_rcnn_resnet101_coco_2018_01_28 |
| 16 | faster_rcnn_resnet101_lowproposals_coco_2018_01_28 |
| 17 | faster_rcnn_inception_resnet_v2_atrous_coco_2018_01_28 |
| 18 | faster_rcnn_inception_resnet_v2_atrous_lowproposals_coco_2018_01_28 |
| 19 | faster_rcnn_nas_coco_2018_01_28 |
| 20 | faster_rcnn_nas_lowproposals_coco_2018_01_28 |
| 21 | mask_rcnn_inception_resnet_v2_atrous_coco_2018_01_28 |
| 22 | mask_rcnn_inception_v2_coco_2018_01_28 |
| 23 | mask_rcnn_resnet101_atrous_coco_2018_01_28 |
| 24 | mask_rcnn_resnet50_atrous_coco_2018_01_28 |
http://localhost:8080/ (It may take a while...)