Hood Ubuntu TensorFlow Object Detection 20211218
From wikidb
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/