├── .flake8 ├── .gitattributes ├── .github └── workflows │ ├── ci_cd.yml │ ├── docs.yml │ └── stale_prs.yml ├── .gitignore ├── CHANGELOG.md ├── LICENSE.md ├── README.md ├── _infra └── deploy │ ├── ocr-streamlit-docker-build-image.yaml │ └── ocr-streamlit-k8s-deploy.yaml ├── assets └── landing-logo.png ├── docs ├── _README.md ├── _overrides │ └── main.html ├── api │ ├── common.md │ ├── data_management.md │ ├── exceptions.md │ ├── image_source_ops.md │ ├── notebook_utils.md │ ├── pipeline.md │ ├── postprocess.md │ ├── predict.md │ ├── st_utils.md │ ├── storage.md │ ├── telemetry.md │ ├── timer.md │ ├── transform.md │ ├── utils.md │ └── visualize.md ├── changelog.md ├── contributing.md ├── examples.md ├── image-acquisition │ ├── image-acquisition.md │ ├── image-file.md │ ├── network-cameras.md │ ├── screenshots.md │ ├── video-file.md │ └── webcam.md ├── image-operations.md ├── images │ ├── cereal-ops │ │ ├── cereal-brightness-0.1.jpeg │ │ ├── cereal-brightness-2.0.jpeg │ │ ├── cereal-color-0.1.jpeg │ │ ├── cereal-color-2.0.jpeg │ │ ├── cereal-contrast-0.1.jpeg │ │ ├── cereal-contrast-2.0.jpeg │ │ ├── cereal-crop-predictions-0.png │ │ ├── cereal-crop-predictions-1.png │ │ ├── cereal-crop-predictions-2.png │ │ ├── cereal-cropped.jpeg │ │ ├── cereal-resized-both.jpeg │ │ ├── cereal-resized-width.jpeg │ │ ├── cereal-sharpness-0.1.jpeg │ │ ├── cereal-sharpness-2.0.jpeg │ │ └── cereal.jpeg │ ├── coffee-mug-overlay.png │ ├── copy-endpoint-id.png │ ├── handwriting-hello.png │ ├── landing-apikey.png │ ├── landing-coffee-mug-class.png │ ├── landing-console-train-deploy.png │ ├── landing-deploy-page.png │ ├── landing-deploy-popup.png │ ├── menu-api-key.png │ └── metadata-management-ui.png ├── index.md ├── inferences │ ├── docker-deployment.md │ ├── frames-inference.md │ ├── getting-started.md │ ├── ocr.md │ ├── overlaying-predictions.md │ └── snowflake-native-app.md └── metadata.md ├── examples ├── apps │ ├── assets │ │ └── favicon.ico │ ├── crack-measurer │ │ ├── README.md │ │ ├── app.py │ │ ├── pages │ │ │ └── 1_Crack_Measurer.py │ │ └── requirements.txt │ ├── image-folder-support │ │ ├── README.md │ │ ├── app.py │ │ └── requirements.txt │ ├── license-plate-ocr │ │ ├── README.md │ │ ├── app.py │ │ └── requirements.txt │ ├── object-tracking │ │ ├── README.md │ │ ├── assets │ │ │ └── app.png │ │ ├── download_data.py │ │ ├── main.py │ │ ├── object_tracking.py │ │ ├── pages │ │ │ └── run_inference.py │ │ └── requirements.txt │ ├── ocr │ │ ├── README.md │ │ ├── app.py │ │ ├── requirements.txt │ │ ├── roi.py │ │ └── static │ │ │ └── LandingLens_OCR_logo.svg │ ├── surfer-count │ │ ├── README.md │ │ ├── app.py │ │ ├── pages │ │ │ └── run_inference.py │ │ └── requirements.txt │ └── zoom-app │ │ ├── README.md │ │ ├── Zoom_Demo.ipynb │ │ ├── app.py │ │ ├── pages │ │ └── run_inference.py │ │ └── requirements.txt ├── capture-service │ ├── README.md │ └── run.py ├── edge-models │ ├── README.md │ ├── requirements.txt │ ├── requirements_win.txt │ ├── run_bundle_cls.py │ └── run_bundle_od.py ├── edge-torch-models │ ├── README.md │ ├── inspect_model_bundle.py │ ├── requirements.txt │ └── run_inference_qat_model_exported.py ├── license-plate-ocr-notebook │ └── license_plate_ocr.ipynb ├── post-processings │ └── farmland-coverage │ │ └── farmland-coverage.ipynb ├── rtsp-capture-notebook │ └── rtsp-capture.ipynb ├── video-analytics-notebook │ └── video-analytics.ipynb └── webcam-collab-notebook │ ├── sample_images │ └── card_01.jpeg │ └── webcam-collab-notebook.ipynb ├── landingai ├── __init__.py ├── common.py ├── data_management │ ├── __init__.py │ ├── client.py │ ├── dataset.py │ ├── label.py │ ├── media.py │ ├── metadata.py │ └── utils.py ├── exceptions.py ├── fonts │ └── default_font_ch_en.ttf ├── image_source_ops.py ├── notebook_utils.py ├── pipeline │ ├── __init__.py │ ├── frameset.py │ ├── image_source.py │ └── postprocessing.py ├── postprocess.py ├── predict │ ├── __init__.py │ ├── cloud.py │ ├── edge.py │ ├── ocr.py │ ├── snowflake.py │ └── utils.py ├── st_utils.py ├── storage │ ├── __init__.py │ ├── data_access.py │ └── snowflake.py ├── telemetry.py ├── timer.py ├── transform.py ├── utils.py └── visualize.py ├── mkdocs.yml ├── pdocs ├── assets │ └── Metadata_Management_UI.png ├── developer_guide │ ├── 1_main.md │ └── __init__.py ├── templates │ └── module.html.jinja2 └── user_guide │ ├── 1_concepts.md │ ├── 2_credentials.md │ ├── 3_postprocess.md │ ├── 4_pipelines.md │ ├── 5_data_management.md │ └── __init__.py ├── poetry.lock ├── pyproject.toml └── tests ├── conftest.py ├── data ├── images │ ├── cameraman.tiff │ ├── cereal-tiny │ │ ├── brightness-1.5.jpeg │ │ ├── color-1.5.jpeg │ │ ├── contrast-1.5.jpeg │ │ ├── original.jpeg │ │ └── sharpness-1.5.jpeg │ ├── cereal1.jpeg │ ├── expected_bbox_overlay.png │ ├── expected_ocr_overlay.png │ ├── expected_vp_masks.png │ ├── farm-coverage.jpg │ ├── ocr_test.png │ ├── palettized_image.png │ └── wildfire1.jpeg ├── responses │ ├── default_class_model_response.yaml │ ├── default_vp_model_response.yaml │ ├── test_edge_class_predict.yaml │ ├── test_edge_od_predict.yaml │ ├── test_edge_seg_predict.yaml │ ├── test_get_label_map.yaml │ ├── test_ocr_predict.yaml │ ├── test_read_stream.yaml │ ├── test_update_split_key_bulk_update.yaml │ ├── test_update_split_key_unassigned.yaml │ ├── v1_media_list_by_one_status.yaml │ ├── v1_media_list_by_three_status.yaml │ ├── v1_media_list_filter_by_split.yaml │ ├── v1_media_upload_folder.yaml │ ├── v1_media_upload_metadata.yaml │ ├── v1_media_upload_single_file.yaml │ ├── v1_predict_status_300.yaml │ ├── v1_predict_status_400.yaml │ ├── v1_predict_status_401.yaml │ ├── v1_predict_status_403.yaml │ ├── v1_predict_status_404.yaml │ ├── v1_predict_status_422.yaml │ ├── v1_predict_status_429.yaml │ ├── v1_predict_status_500.yaml │ ├── v1_predict_status_503.yaml │ ├── v1_predict_status_504.yaml │ ├── v1_set_metadata.yaml │ ├── v1_set_metadata_multiple_medias.yaml │ └── v1_set_metadata_single_media.yaml └── videos │ ├── 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