├── .github ├── CODEOWNERS ├── autolabeler.yml ├── dependabot.yml ├── docker-build-config.yml ├── pr-title-checker-config.json ├── scripts │ └── validate_dockerignore.sh └── workflows │ ├── build-pypi.yml │ ├── build.yml │ ├── docs.yml │ ├── git-command.yml │ ├── gitleaks.yml │ ├── pr-labeler.yml │ ├── release-cut-off-release-branch.yml │ ├── release-pipeline.yml │ ├── slash-command-dispatch.yml │ ├── tests.yml │ ├── update-draft-release.yml │ ├── zendesk_issue_commented.yml │ ├── zendesk_issue_created.yml │ ├── zendesk_task_comment.yml │ └── zendesk_task_solve.yml ├── .gitignore ├── .rules └── new_models_best_practice.mdc ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── codecov.yml ├── label_studio_ml ├── __init__.py ├── api.py ├── cache.py ├── default_configs │ ├── .dockerignore │ ├── Dockerfile │ ├── README.md │ ├── _wsgi.py.tmpl │ ├── docker-compose.yml │ ├── model.py │ ├── requirements-base.txt │ ├── requirements-test.txt │ ├── requirements.txt │ └── test_api.py ├── examples │ ├── bert_classifier │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── deepgram │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── dummy_data.json │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ ├── test_api.py │ │ └── test_model.py │ ├── easyocr │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── label_mappings.json │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── test_api.py │ │ └── test_images │ │ │ └── image.jpeg │ ├── flair │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── gliner │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── grounding_dino │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── dino.py │ │ ├── docker-compose.yml │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ └── test_api.py │ ├── grounding_sam │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── data │ │ │ └── ml-backend │ │ │ │ └── models │ │ │ │ └── cache.db │ │ ├── dino.py │ │ ├── docker-compose.yml │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ └── test_api.py │ ├── huggingface_llm │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── huggingface_ner │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── interactive_substring_matching │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── langchain_search_agent │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── llm_interactive │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── default_prompt.txt │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── mmdetection-3 │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── mmdetection.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── screenshot.png │ │ └── test_model.py │ ├── nemo_asr │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── segment_anything_2_image │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ └── test_api.py │ ├── segment_anything_2_video │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── Sam2Video.gif │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ └── test_api.py │ ├── segment_anything_model │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── download_models.sh │ │ ├── model.py │ │ ├── onnxconverter.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── sam_predictor.py │ │ └── test_predict.py │ ├── sklearn_text_classifier │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── spacy │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ ├── tesseract │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── tesseract.py │ │ ├── test_images │ │ │ ├── image.jpeg │ │ │ └── image_has_exif_orientation.jpeg │ │ └── test_model.py │ ├── timeseries_segmenter │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── neural_nets.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── test_from_video_tutorial.csv │ │ │ ├── test_segmenter.py │ │ │ └── time_series.csv │ ├── watsonx_llm │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── _wsgi.py │ │ ├── data_transfer_app.py │ │ ├── data_wsgi.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── model_wsgi.py │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ └── test_api.py │ └── yolo │ │ ├── .dockerignore │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── README_DEVELOP.md │ │ ├── README_TIMELINE_LABELS.md │ │ ├── YOLO_CLASSES.md │ │ ├── __init__.py │ │ ├── _wsgi.py │ │ ├── cli.py │ │ ├── control_models │ │ ├── __init__.py │ │ ├── base.py │ │ ├── choices.py │ │ ├── keypoint_labels.py │ │ ├── polygon_labels.py │ │ ├── rectangle_labels.py │ │ ├── rectangle_labels_obb.py │ │ ├── timeline_labels.py │ │ └── video_rectangle.py │ │ ├── docker-compose.yml │ │ ├── model.py │ │ ├── models │ │ ├── README.md │ │ ├── botsort.yaml │ │ └── bytetrack.yaml │ │ ├── requirements-base.txt │ │ ├── requirements-test.txt │ │ ├── requirements.txt │ │ ├── start.sh │ │ ├── tests │ │ ├── __init__.py │ │ ├── car.jpg │ │ ├── opossum_snow_short.mp4 │ │ ├── opossum_snow_short.pickle │ │ ├── opossum_snow_short_1.json │ │ ├── opossum_snow_short_2.json │ │ ├── test_choices.py │ │ ├── test_common.py │ │ ├── test_keypoint_labels.py │ │ ├── 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