NEW OpenAI Structured Outputs with Label Studio 🚀

ML Examples and Tutorials

Classify text with a BERT model

Natural Language Processing,Text Classification,BERT,Hugging Face

Transcribe text from images with EasyOCR

Computer Vision,Optical Character Recognition,EasyOCR

NER labeling with Flair

Natural Language Processing,Named Entity Recognition,Flair

Use GLiNER for NER annotation

Natural Language Processing,Named Entity Recognition,GLiNER,BERT,Hugging Face

Zero-shot object detection and image segmentation with Grounding DINO

Computer Vision,Image Annotation,Object Detection,Grounding DINO

Zero-shot object detection and image segmentation with Grounding DINO and SAM

Computer Vision,Image Annotation,Object Detection,Zero-shot Image Segmentation,Grounding DINO,Segment Anything Model

Hugging Face Large Language Model (LLM)

Generative AI,Large Language Model,Text Generation,Hugging Face

Hugging Face NER

Natural Language Processing,Named Entity Recognition,Hugging Face

Interactive substring matching for NER tasks

Natural Language Processing,Named Entity Recognition,Interactive matching

RAG with a Langchain search agent

Generative AI,Retrieval Augmented Generation,Google,OpenAI,Langchain

Interactive LLM labeling with GPT

Generative AI,Large Language Model,OpenAI,Azure,Ollama,ChatGPT

Object detection with bounding boxes using MMDetection

Computer Vision,Object Detection,Image Annotation,OpenMMLab,MMDetection

Automatic Speech Recognition with NVidia NeMo

Audio/Speech Processing,Automatic Speech Recognition,NeMo,NVidia

SAM2 with Images

Computer Vision,Image Annotation,Object Detection,Segment Anything Model

SAM2 with Videos

Computer Vision,Video Annotation,Object Detection,Segment Anything Model

Interactive annotation with Segment Anything Model

Computer Vision,Object Detection,Image Annotation,Segment Anything Model,Facebook,ONNX

Sklearn Text Classifier model

Natural Language Processing,Text Classification,Scikit-learn

spaCy models for NER

Natural Language Processing,Named Entity Recognition,SpaCy

Interactive bounding boxes OCR with Tesseract

Computer Vision,Optical Character Recognition,Tesseract

Integrate WatsonX with Label Studio

Generative AI,Large Language Model,WatsonX

YOLO ML Backend for Label Studio

Computer Vision,Object Detection,Image Segmentation,YOLO

TimelineLabels ML Backend for Label Studio

Computer Vision,Video Classification,Temporal Labeling,LSTM