Difference between revisions of "Hood Ubuntu TensorFlow Object Detection 20211218"
From wikidb
(→Configure Training Pipeline) |
(→Configure Training Pipeline) |
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$ 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