Difference between revisions of "Hood Ubuntu TensorFlow Object Detection 20211218"
From wikidb
(→Configure Training Pipeline) |
(→Configure Training Pipeline) |
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| Line 46: | Line 46: | ||
$ mkdir ssd_mobilenet_v2_fpnlite_640x640 | $ mkdir ssd_mobilenet_v2_fpnlite_640x640 | ||
| − | $ mv pipeline.config ssd_mobilenet_v2_fpnlite_640x640/ | + | $ mv pipeline.config ssd_mobilenet_v2_fpnlite_640x640/ |
| + | |||
| + | $ tree | ||
| + | . | ||
| + | ├── models | ||
| + | │ └── ssd_mobilenet_v2_fpnlite_640x640 | ||
| + | │ └── pipeline.config | ||
| + | └── pre-trained-models | ||
| + | └── ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8 | ||
| + | ├── checkpoint | ||
| + | │ ├── checkpoint | ||
| + | │ ├── ckpt-0.data-00000-of-00001 | ||
| + | │ └── ckpt-0.index | ||
| + | ├── pipeline.config | ||
| + | └── saved_model | ||
| + | ├── saved_model.pb | ||
| + | └── variables | ||
| + | ├── variables.data-00000-of-00001 | ||
| + | └── variables.index | ||
Revision as of 12:33, 28 December 2021
Resources
- TensorFlow Object Detection
- Download Pre-Trained Model
- SD MobileNet V2 FPNLite 640x640
Download Pre-Trained Model
- TensorFlow Object Detection Zoo
- SD MobileNet V2 FPNLite 640x640
Extract
$ mv ~/Downloads/ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8.tar.gz .
$ tar -xf ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8.tar.gz
$ sudo apt install tree
$ tree ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8
ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8
├── checkpoint
│ ├── checkpoint
│ ├── ckpt-0.data-00000-of-00001
│ └── ckpt-0.index
├── pipeline.config
└── saved_model
├── saved_model.pb
└── variables
├── variables.data-00000-of-00001
└── variables.index
3 directories, 7 files
Configure Training Pipeline
$ cd training_demo/ $ mkdir models $ cd models/ $ cp ../pre-trained-models/ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8/pipeline.config . $ mkdir ssd_mobilenet_v2_fpnlite_640x640 $ mv pipeline.config ssd_mobilenet_v2_fpnlite_640x640/
$ tree
.
├── models
│ └── ssd_mobilenet_v2_fpnlite_640x640
│ └── pipeline.config
└── pre-trained-models
└── ssd_mobilenet_v2_fpnlite_640x640_coco17_tpu-8
├── checkpoint
│ ├── checkpoint
│ ├── ckpt-0.data-00000-of-00001
│ └── ckpt-0.index
├── pipeline.config
└── saved_model
├── saved_model.pb
└── variables
├── variables.data-00000-of-00001
└── variables.index
