retrain and export model after new images

dvc.lock

@@ -30,8 +30,8 @@ stages:
       "train-configs/tf-model-garden/watch-face-detector/" --seed 42
     deps:
     - path: datasets/tf-records/object-detection/watch-faces/
-      md5: 48454d4eb21dcd957608dee5167f84a6.dir
-      size: 233024871
+      md5: 45c36d0d23bc8b31f6038bcf96bdec66.dir
+      size: 259463443
       nfiles: 4
     - path: train-configs/tf-model-garden/watch-face-detector/retinanet_task.yaml
       md5: 4cc3a22904a608cb4a5e0bc19f2bdfad
@@ -53,11 +53,11 @@ stages:
         seed: 42
     outs:
     - path: debug/detector/
-      md5: 6b733bbfb24dff89f17f428e6abe983f.dir
-      size: 553760
-      nfiles: 2
+      md5: d70b5004a852f4767a7bf2587f5fbe80.dir
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+      nfiles: 1
     - path: models/detector/
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       nfiles: 5
   eval-detector:
@@ -68,65 +68,65 @@ stages:
       size: 18869343
       nfiles: 55
     - path: datasets/train
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-      nfiles: 588
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     - path: datasets/val
       md5: c2e5983ceddfc4ca034e7992c059f2fd.dir
       size: 20206227
       nfiles: 42
     - path: exported_models/detector/serving/
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-      size: 143112068
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       nfiles: 8
     outs:
     - path: example_predictions/detector/train_0.jpg
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     - path: example_predictions/detector/train_1.jpg
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     - path: example_predictions/detector/train_2.jpg
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     - path: example_predictions/detector/val_0.jpg
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     - path: example_predictions/detector/val_1.jpg
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     - path: example_predictions/detector/val_2.jpg
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     - path: metrics/detector/train/[email protected]
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     - path: metrics/detector/train/[email protected]
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     - path: metrics/detector/train/[email protected]
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     - path: metrics/detector/train/coco.json
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-      size: 285
+      md5: 073139f95b83e099106fef742dacf704
+      size: 286
     - path: metrics/detector/train/detection.json
-      md5: 24a3b9addc6aabfa1963a427ddc9b55a
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       size: 135
     - path: metrics/detector/val/[email protected]
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     - path: metrics/detector/val/[email protected]
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     - path: metrics/detector/val/[email protected]
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       size: 1059
     - path: metrics/detector/val/coco.json
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+      md5: fdeb918be2d64507433287b4e30b7f8a
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     - path: metrics/detector/val/detection.json
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       size: 133
   update-metrics:
     cmd: python scripts/update-metrics-table-and-graph.py
@@ -380,29 +380,29 @@ stages:
       size: 18869343
       nfiles: 55
     - path: datasets/train
-      md5: e30af68ca2dd21a74f89ef92025bd889.dir
-      size: 193665906
-      nfiles: 588
+      md5: 564e5c2bd6e82f4d17952f9fc2d0dd8b.dir
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+      nfiles: 692
     - path: datasets/val
       md5: c2e5983ceddfc4ca034e7992c059f2fd.dir
       size: 20206227
       nfiles: 42
     - path: datasets/watch-faces-local.json
-      md5: add063aad322a28056d9757d8cda4c4b
-      size: 1750001
+      md5: 5967d4bbad75ce2f0becf98f53c2029c
+      size: 1877638
     params:
       params.yaml:
         detector.label_to_cls:
           WatchFace: 1
     outs:
     - path: datasets/tf-records/object-detection/watch-faces/watch-faces-test-00001-of-00001.tfrecord
-      md5: 2313ac161e5fe07f0c6c53de8d7fa9bb
+      md5: a555b808d9d7f608d3204f5aa90b02eb
       size: 18894906
     - path: datasets/tf-records/object-detection/watch-faces/watch-faces-train-00001-of-00001.tfrecord
-      md5: 98a20f2f3dd39ba936c18e17acd8931c
-      size: 193908620
+      md5: ebdb72874bb6c7f193fc589f736bc8e3
+      size: 220347192
     - path: datasets/tf-records/object-detection/watch-faces/watch-faces-val-00001-of-00001.tfrecord
-      md5: 6736f1eb3b583526338d7ea162e335fe
+      md5: 61b08868ea0f804e6fd9dcaaee60055a
       size: 20220589
   generate-watch-hands-dataset:
     cmd: python watch_recognition/watch_recognition/datasets/generate_segmentation_tf_records.py
@@ -437,10 +437,10 @@ stages:
     cmd: python watch_recognition/watch_recognition/export/export_retinanet.py models/detector/
     deps:
     - path: datasets/tf-records/object-detection/watch-faces/watch-faces-train-00001-of-00001.tfrecord
-      md5: 98a20f2f3dd39ba936c18e17acd8931c
-      size: 193908620
+      md5: ebdb72874bb6c7f193fc589f736bc8e3
+      size: 220347192
     - path: models/detector/
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+      md5: 58518bc50561568de3f98686f5935ec9.dir
       size: 321639160
       nfiles: 5
     - path: train-configs/tf-model-garden/watch-face-detector/retinanet_task.yaml
@@ -454,32 +454,32 @@ stages:
       size: 845
     outs:
     - path: example_predictions/detector/IMG_0040.jpg
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-      size: 229465
+      md5: 5abcc4ff8c0980a4e3f549c0350164f3
+      size: 229262
     - path: exported_models/detector/lite16/assets.extra/tf_serving_warmup_requests
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       size: 1769557
     - path: exported_models/detector/lite16/model.tflite
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     - path: exported_models/detector/lite8/assets.extra/tf_serving_warmup_requests
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       size: 1769557
     - path: exported_models/detector/lite8/model.tflite
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     - path: exported_models/detector/serving/assets.extra/tf_serving_warmup_requests
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       size: 11520090
     - path: exported_models/detector/serving/fingerprint.pb
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     - path: exported_models/detector/serving/saved_model.pb
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     - path: exported_models/detector/serving/variables/variables.data-00000-of-00001
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     - path: exported_models/detector/serving/variables/variables.index
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