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Original file line number Diff line number Diff line change
Expand Up @@ -2,6 +2,7 @@ title: Automatic Speech Recognition using Segments
type: community
group: Audio/Speech Processing
image: /static/templates/automatic-speech-recognition-using-segments.png
thumbnail: /static/templates/automatic-speech-recognition-using-segments-thumbnail.png
details: |
<h1>Segment voice activity and transcribe the audio</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Automatic Speech Recognition
type: community
group: Audio/Speech Processing
image: /static/templates/automatic-speech-recognition.png
thumbnail: /static/templates/automatic-speech-recognition-thumbnail.png
details: |
<h1>Transcribe the audio</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Conversational Analysis
type: community
group: Audio/Speech Processing
image: /static/templates/thumbnail-conversation-sentiment.png
thumbnail: /static/templates/thumbnail-conversation-sentiment-thumbnail.png
details: |
<h1>Analyse dialogue utterances and markup facts and sentiment aspects</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Intent Classification
type: community
group: Audio/Speech Processing
image: /static/templates/intent-classification.png
thumbnail: /static/templates/intent-classification-thumbnail.png
details: |
<h1>Do voice activity segmentation and choose spoken intent</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Signal Quality Detection
type: community
group: Audio/Speech Processing
image: /static/templates/signal-quality-detection.png
thumbnail: /static/templates/signal-quality-detection-thumbnail.png
details: |
<h1>Rate signal quality</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Sound Event Detection
type: community
group: Audio/Speech Processing
image: /static/templates/sound-event-detection.png
thumbnail: /static/templates/sound-event-detection-thumbnail.png
details: |
<h1>Select audio span and classify sound event</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Speaker Segmentation
type: community
group: Audio/Speech Processing
image: /static/templates/speaker-segmentation.png
thumbnail: /static/templates/speaker-segmentation-thumbnail.png
details: |
<h1>Perform speaker segmentation / diarization task</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Speech Transcription
type: community
group: Audio/Speech Processing
image: /static/templates/thumbnail-audio-sentiment.png
thumbnail: /static/templates/thumbnail-audio-sentiment-thumbnail.png
details: |
<h1>Transcribe audio recordings with chunks</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Image Captioning
type: community
group: Computer Vision
image: /static/templates/image-captioning.png
thumbnail: /static/templates/image-captioning-thumbnail.png
details: |
<h1>Write text describing the image</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Image Classification
type: community
group: Computer Vision
image: /static/templates/image-classification.png
thumbnail: /static/templates/image-classification-thumbnail.png
details: |
<h1>Classify the image</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Inventory Tracking
type: community
group: Computer Vision
image: /static/templates/inventory-tracking.png
thumbnail: /static/templates/inventory-tracking-thumbnail.png
details: |
<h1>Label exact products on the shelves</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Computer Vision
order: 10000
image: /static/templates/keypoints.png
thumbnail: /static/templates/keypoints-thumbnail.png
details: |
<h1>Add labeled keypoints</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Medical Image Classification with Bounding Boxes
type: community
group: Computer Vision
image: /static/templates/medical-image-classification.png
thumbnail: /static/templates/medical-image-classification-thumbnail.png
details: |
<h1>Classify medical images and draw regions</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Multi-page document annotation
type: community
group: Computer Vision
image: /static/templates/multipage.png
thumbnail: /static/templates/multipage-thumbnail.png
details: |
<h1>Annotate PDF documents</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Computer Vision
order: 3
image: /static/templates/object-detection-with-bounding-boxes.png
thumbnail: /static/templates/object-detection-with-bounding-boxes-thumbnail.png
details: |
<h1>Draw a bounding box around the object</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Optical Character Recognition
type: community
group: Computer Vision
image: /static/templates/optical-character-recognition.png
thumbnail: /static/templates/optical-character-recognition-thumbnail.png
details: |
<h1>Draw a bounding box or polygon around region and write down the text found inside</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Computer Vision
order: 2
image: /static/templates/semantic-segmentation-with-masks.png
thumbnail: /static/templates/semantic-segmentation-with-masks-thumbnail.png
details: |
<h1>Draw masks around the object with the brush tool</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Computer Vision
order: 1
image: /static/templates/semantic-segmentation-with-polygons.png
thumbnail: /static/templates/semantic-segmentation-with-polygons-thumbnail.png
details: |
<h1>Draw a polygon around object</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Visual Genome
type: community
group: Computer Vision
image: /static/templates/visual-genome.png
thumbnail: /static/templates/visual-genome-thumbnail.png
details: |
<h1>Label different described features</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Visual Question Answering
type: community
group: Computer Vision
image: /static/templates/visual-question-answering.png
thumbnail: /static/templates/visual-question-answering-thumbnail.png
details: |
<h1>Answer the questions related to what you see on the picture</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Coreference Resolution & Entity Linking
type: community
group: Conversational AI
image: /static/templates/coreference-resolution-and-entity-linking.png
thumbnail: /static/templates/coreference-resolution-and-entity-linking-thumbnail.png
details: <h1>Do coreference resolution between parts of speech and link entities in text</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Intent Classification and Slot Filling
type: community
group: Conversational AI
image: /static/templates/intent-classification-and-slot-filling.png
thumbnail: /static/templates/intent-classification-and-slot-filling-thumbnail.png
details: |
<h1>Build a task-oriented dialogue system by selecting dialogue intents and extracting slot entities</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Response Generation
type: community
group: Conversational AI
image: /static/templates/response-generation.png
thumbnail: /static/templates/response-generation-thumbnail.png
details: <h1>Collect chatbot training data by generating next dialogue response</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Response Selection
type: community
group: Conversational AI
image: /static/templates/response-selection.png
thumbnail: /static/templates/response-selection-thumbnail.png
details: <h1>Collect chatbot training data by selecting next dialogue response</h1>
config: |
<View>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 3
image: /static/templates/generative-chatbot-assessment.png
thumbnail: /static/templates/generative-chatbot-assessment-thumbnail.png
details: |
<h1>Assess chatbot and LLM-generated responses for quality assurance</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 2
image: /static/templates/generative-pairwise-human-preference.png
thumbnail: /static/templates/generative-pairwise-human-preference-thumbnail.png
details: |
<h1>Gather comparison data to establish human preferences for model-generated responses.</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 4
image: /static/templates/llm-ranker.png
thumbnail: /static/templates/llm-ranker-thumbnail.png
details: |
<h1>Rank and compare LLM responses</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 6
image: /static/templates/response-grading.png
thumbnail: /static/templates/response-grading-thumbnail.png
details: |
<h1>Assign a grade to LLM responses based on how well it meets your internal guidelines</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 1
image: /static/templates/generative-supervised-llm.png
thumbnail: /static/templates/generative-supervised-llm-thumbnail.png
details: |
<h1>Create training data for supervised fine-tuning of language models</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Generative AI
order: 5
image: /static/templates/visual-ranker.png
thumbnail: /static/templates/visual-ranker-thumbnail.png
details: |
<h1>Rank and compare AI-generated visual content</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Content Moderation
type: community
group: Natural Language Processing
image: /static/templates/content-moderation.png
thumbnail: /static/templates/content-moderation-thumbnail.png
details: |
<h1>Content moderation</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Machine Translation
type: community
group: Natural Language Processing
image: /static/templates/machine-translation.png
thumbnail: /static/templates/machine-translation-thumbnail.png
details: |
<h1>Translate text from one language to another</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Natural Language Processing
order: 3
image: /static/templates/named-entity-recognition.png
thumbnail: /static/templates/named-entity-recognition-thumbnail.png
details: |
<h1>Extract named entities from text</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Natural Language Processing
order: 1
image: /static/templates/question-answering.png
thumbnail: /static/templates/question-answering-thumbnail.png
details: |
<h1>Select an answer from text</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Natural Language Processing
order: 5
image: /static/templates/relation-extraction.png
thumbnail: /static/templates/relation-extraction-thumbnail.png
details: |
<h1>Predict attributes and relations for entities in a sentence</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Natural Language Processing
order: 4
image: /static/templates/taxonomy.png
thumbnail: /static/templates/taxonomy-thumbnail.png
details: |
<h1>Multilabel hierarchical classification</h1>
<dl>
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Expand Up @@ -3,6 +3,7 @@ type: community
group: Natural Language Processing
order: 2
image: /static/templates/text-classification.png
thumbnail: /static/templates/text-classification-thumbnail.png
details: |
<h1>Classify text document</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Text Summarization
type: community
group: Natural Language Processing
image: /static/templates/text-summarization.png
thumbnail: /static/templates/text-summarization-thumbnail.png
details: |
<h1>Summarize in one sentence</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: ASR Hypotheses Selection
type: community
group: Ranking & Scoring
image: /static/templates/asr-hypotheses.png
thumbnail: /static/templates/asr-hypotheses-thumbnail.png
details: <h1>Choose the most accurate Automatic Speach Recognition (ASR) hypothese</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Content-based Image Retrieval
type: community
group: Ranking & Scoring
image: /static/templates/content-based-image-search.png
thumbnail: /static/templates/content-based-image-search-thumbnail.png
details: |
<h1>Select images related to the query image</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Document Retrieval
type: community
group: Ranking & Scoring
image: /static/templates/document-retrieval.png
thumbnail: /static/templates/document-retrieval-thumbnail.png
details: |
<h1>Select document related to the query</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Pairwise classification
type: community
group: Ranking & Scoring
image: /static/templates/pairwise-classification.png
thumbnail: /static/templates/pairwise-classification-thumbnail.png
details: <h1>Select one of two items</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Pairwise regression
type: community
group: Ranking & Scoring
image: /static/templates/pairwise-regression.png
thumbnail: /static/templates/pairwise-regression-thumbnail.png
details: <h1>Select how likely it is that two items occur together</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Search Page Ranking
type: community
group: Ranking & Scoring
image: /static/templates/serp-ranking.png
thumbnail: /static/templates/serp-ranking-thumbnail.png
details: <h1>Rank different kinds of results by given search query</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Text-to-Image Generation
type: community
group: Ranking & Scoring
image: /static/templates/text-to-image.png
thumbnail: /static/templates/text-to-image-thumbnail.png
details: |
<h1>Choose the most related image generated by textual description</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Freeform Metadata
type: community
group: Structured Data Parsing
image: /static/templates/freeform-metadata.png
thumbnail: /static/templates/freeform-metadata-thumbnail.png
details: <h1>Specify your own metadata in table</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: HTML Entity Recognition
type: community
group: Structured Data Parsing
image: /static/templates/html-entity-recognition.png
thumbnail: /static/templates/html-entity-recognition-thumbnail.png
details: |
<h1>Extract entities from hypertext documents</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: PDF Classification
type: community
group: Structured Data Parsing
image: /static/templates/pdf-classification.png
thumbnail: /static/templates/pdf-classification-thumbnail.png
details: <h1>Classify PDF documents</h1>
config: |
<View>
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Expand Up @@ -2,6 +2,7 @@ title: Tabular Data
type: community
group: Structured Data Parsing
image: /static/templates/tabular-data.png
thumbnail: /static/templates/tabular-data-thumbnail.png
details: |
<h1>Annotate data in tables</h1>
<dl>
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Expand Up @@ -2,6 +2,7 @@ title: Activity Recognition
type: community
group: Time Series Analysis
image: /static/templates/activity-recognition.png
thumbnail: /static/templates/activity-recognition-thumbnail.png
details: |
<h1>Track and classify activity from sensors and IMU devices</h1>
<dl>
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