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4 changes: 2 additions & 2 deletions examples/applications/car_wrong_direction_detection.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -112,7 +112,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "fea1e8c8",
"metadata": {
"tags": []
Expand Down Expand Up @@ -172,7 +172,7 @@
"linecross_notifier = degirum_tools.EventNotifier(\n",
" \"Wrong Direction\",\n",
" event_name,\n",
" message=\"{time}: {result.events_detected} ({url})\",\n",
" message=\"${time}: ${result.events_detected} (${url})\",\n",
" annotation_pos=annotation_pos,\n",
" annotation_color=(255, 0, 0),\n",
" annotation_cool_down=1.0,\n",
Expand Down
4 changes: 2 additions & 2 deletions examples/applications/smart_nvr.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -111,7 +111,7 @@
},
{
"cell_type": "code",
"execution_count": 3,
"execution_count": null,
"id": "65d4cd90",
"metadata": {
"tags": []
Expand Down Expand Up @@ -170,7 +170,7 @@
"notifier = degirum_tools.EventNotifier(\n",
" event_name,\n",
" event_name,\n",
" message=\"{time}: person is detected in zone\",\n",
" message=\"${time}: person is detected in zone\",\n",
" holdoff=holdoff_sec,\n",
" notification_config=notification_config,\n",
" clip_save=True,\n",
Expand Down
92 changes: 47 additions & 45 deletions examples/specialized/advanced_tiling_strategies.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -74,8 +74,8 @@
"# class_set: whitelist for classes to detect\n",
"hw_location = \"@cloud\"\n",
"zoo_name = \"https://hub.degirum.com/degirum/visdrone\"\n",
"model_name = 'yolov8s_relu6_visdrone--640x640_quant_n2x_orca1_1'\n",
"image_source = '../../images/ParkingLot.jpg'\n",
"model_name = \"yolov8s_relu6_visdrone--640x640_quant_n2x_orca1_1\"\n",
"image_source = \"../../images/ParkingLot.jpg\"\n",
"class_set = {\"car\"}"
]
},
Expand All @@ -88,16 +88,23 @@
},
{
"cell_type": "code",
"execution_count": null,
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# imports and variables used in most cells\n",
"import degirum as dg\n",
"import degirum_tools as dgt\n",
"\n",
"from degirum_tools.tile_compound_models import TileExtractorPseudoModel, TileModel, LocalGlobalTileModel, BoxFusionTileModel, BoxFusionLocalGlobalTileModel\n",
"from degirum_tools import NmsBoxSelectionPolicy, NmsOptions\n",
"from degirum_tools import (\n",
" TileExtractorPseudoModel,\n",
" TileModel,\n",
" LocalGlobalTileModel,\n",
" BoxFusionTileModel,\n",
" BoxFusionLocalGlobalTileModel,\n",
" NmsBoxSelectionPolicy,\n",
" NmsOptions,\n",
")\n",
"\n",
"# Base NMS options.\n",
"nms_options = NmsOptions(\n",
Expand All @@ -121,7 +128,9 @@
"outputs": [],
"source": [
"# Load model to be used for tiling\n",
"model = dg.load_model(model_name, hw_location, zoo_name, dgt.get_token(), image_backend='pil')\n",
"model = dg.load_model(\n",
" model_name, hw_location, zoo_name, dgt.get_token(), image_backend=\"pil\"\n",
")\n",
"model.output_class_set = class_set # filter class outputss\n",
"\n",
"results = model(image_source)\n",
Expand All @@ -148,14 +157,10 @@
"metadata": {},
"outputs": [],
"source": [
"tile_extractor = TileExtractorPseudoModel(cols=3,\n",
" rows=2, \n",
" overlap_percent=0.1, \n",
" model2=model,\n",
" global_tile=False)\n",
"tile_model = TileModel(model1=tile_extractor,\n",
" model2=model,\n",
" nms_options=nms_options)\n",
"tile_extractor = TileExtractorPseudoModel(\n",
" cols=3, rows=2, overlap_percent=0.1, model2=model, global_tile=False\n",
")\n",
"tile_model = TileModel(model1=tile_extractor, model2=model, nms_options=nms_options)\n",
"results = tile_model(image_source)\n",
"results.image_overlay"
]
Expand All @@ -173,15 +178,15 @@
"metadata": {},
"outputs": [],
"source": [
"tile_extractor = TileExtractorPseudoModel(cols=3,\n",
" rows=2, \n",
" overlap_percent=0.1, \n",
" model2=model,\n",
" global_tile=True)\n",
"tile_model = LocalGlobalTileModel(model1=tile_extractor,\n",
" model2=model,\n",
" large_object_threshold=0.01,\n",
" nms_options=nms_options)\n",
"tile_extractor = TileExtractorPseudoModel(\n",
" cols=3, rows=2, overlap_percent=0.1, model2=model, global_tile=True\n",
")\n",
"tile_model = LocalGlobalTileModel(\n",
" model1=tile_extractor,\n",
" model2=model,\n",
" large_object_threshold=0.01,\n",
" nms_options=nms_options,\n",
")\n",
"results = tile_model(image_source)\n",
"results.image_overlay"
]
Expand All @@ -199,15 +204,12 @@
"metadata": {},
"outputs": [],
"source": [
"tile_extractor = TileExtractorPseudoModel(cols=3,\n",
" rows=2, \n",
" overlap_percent=0.1, \n",
" model2=model,\n",
" global_tile=False)\n",
"tile_model = BoxFusionTileModel(model1=tile_extractor,\n",
" model2=model,\n",
" edge_threshold=0.02,\n",
" fusion_threshold=0.8)\n",
"tile_extractor = TileExtractorPseudoModel(\n",
" cols=3, rows=2, overlap_percent=0.1, model2=model, global_tile=False\n",
")\n",
"tile_model = BoxFusionTileModel(\n",
" model1=tile_extractor, model2=model, edge_threshold=0.02, fusion_threshold=0.8\n",
")\n",
"results = tile_model(image_source)\n",
"results.image_overlay"
]
Expand All @@ -225,25 +227,25 @@
"metadata": {},
"outputs": [],
"source": [
"tile_extractor = TileExtractorPseudoModel(cols=3,\n",
" rows=2, \n",
" overlap_percent=0.1, \n",
" model2=model,\n",
" global_tile=True)\n",
"tile_model = BoxFusionLocalGlobalTileModel(model1=tile_extractor,\n",
" model2=model,\n",
" large_object_threshold=0.01, \n",
" edge_threshold=0.02,\n",
" fusion_threshold=0.8,\n",
" nms_options=nms_options)\n",
"tile_extractor = TileExtractorPseudoModel(\n",
" cols=3, rows=2, overlap_percent=0.1, model2=model, global_tile=True\n",
")\n",
"tile_model = BoxFusionLocalGlobalTileModel(\n",
" model1=tile_extractor,\n",
" model2=model,\n",
" large_object_threshold=0.01,\n",
" edge_threshold=0.02,\n",
" fusion_threshold=0.8,\n",
" nms_options=nms_options,\n",
")\n",
"results = tile_model(image_source)\n",
"results.image_overlay"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "dgenv",
"display_name": "base",
"language": "python",
"name": "python3"
},
Expand All @@ -257,7 +259,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.12.4"
"version": "3.12.3"
}
},
"nbformat": 4,
Expand Down
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