Collection of Hydrogen Torch Use Cases
Detect signatures in the digital documents
Object Detection Banking Image
Verify, match, and compare the digital signatures
Image Metric Learning Banking Image
Segment the presence and location of smoke within images
Image Segmentation Manufacturing Image
Classify whether a given image contain smoke(s) or not
Image Classification Manufacturing Image
Detect the underwater starfish using object detection techniques
Object Detection AI4Good Image
Categorize food types based on their visual characteristics
Image Classification Media Image
Classify whether a given image contain crack(s) or not
Image Classification Manufacturing Image
Predict the type of tumor based on medical imaging data
Image Classification Healthcare Image
Classify the roads based on their quality
Image Classification Government Image
Segment buildings in the satellite images
Object Detection Government Image
Classify if a given region(area) contains flooding damage or not
Image Classification AI4Good Image
Segment the water regions in flooding area
Image Segmentation AI4Good Image
Classify the defects in the machinery
Image Classification Manufacturing Image
Segment the flooding area in UAS (Unarmed Aerial System) imageries
Image Segmentation AI4Good Image
Segment the roads, potholes, and footpaths in a given image
Image Segmentation Government Image
Classify the bird species in a given image
Image Classification AI4Good Image
Classify the pest species in a given image
Image Classification Agriculture Image
Identify and segment fibers in concrete images
Image Segmentation Manufacturing Image
Generate a concise summary of a longer text
Text Sequence to Sequence Media Text
Identify whether an audio signal is related to a whale or not
Audio Classification AI4Good Audio
Classify whether a pill is dirty or not
Image Classification Healthcare Image
Detect the pills in a given image
Object Detection Healthcare Image
Identify and classify defects in steel surfaces
Image Classification Manufacturing Image
identify whether the textile is damage or not
Image Classification Manufacturing Image
Detect and classify the defects in Printed Circuit Boards
Object Detection Manufacturing Image
Identify and classify the disease in the leaves
Image Classification Agriculture Image
Segment FLAIR abnormality regions in brain MR images
Image Segmentation Healthcare Image
Detect and classify the casting defects
Image Classification Manufacturing Image
Estimate the number of people in a given area
Image Regression Government Image
Detect stamps in the digital documents using object detection techniques
Image Segmentation Banking Image
Classify the American Sign Language (ASL) alphabet letters from images
Image Classification AI4Good Image
Identify different types of crops in an agricultural field
Image Classification Agriculture Image
Detect and segment the roads in urban areas
Image Segmentation Government Image
Classify the weather type from a given image
Image Classification AI4Good Image
Detect the wind turbines using object detection techniques
Object Detection Manufacturing Image
Detect and segment skin lesions in medical images
Image Segmentation Healthcare Image
Identify the bird by using their audio
Audio Classification AI4Good Audio
Classify categories of audio signals in the urban environments
Audio Classification Government Audio
Detect malicious defects in 3D printer operations
Image Classification Manufacturing Image
Classify whether an image is generated by an AI or not
Image Classification Banking Image
Identify and segment the lanes on the road
Image Segmentation Government Image
Classify human emotions from audio signals
Audio Classification Banking Audio
Classify different types of documents based on their content
Image Classification Banking Image
Detect seedlings to assess quality of germination process
Object Detection Agriculture Image
Detect the traffic lights in image data
Object Detection Government Image
Identify and classify various types of trash objects
Object Detection Government Image
Detect the presence of hardhats in images
Object Detection Manufacturing Image
Classify heartbeat sounds into different categories
Audio Classification Healthcare Audio
Classify tweets as either disaster-related or not disaster-related
Text Classification Government Text
Classify emails into spam or non-spam categories
Text Classification Security Text
Classify the online reviews as positive, negative, and neutral
Text Classification Media Text
Classify the spoken digits into 0 to 9
Audio Classification Manufacturing Audio
Identify the images of same bicycle within the same advertisement
Image Metric Learning Manufacturing Image
Segment the car parts in a given image containing one or more cars
Image Semantic Segmentation Manufacturing Image
Rate the quality of 6 differnet facilities of the hotels using their reviews
Text Regression Marketing Text
Classify the environmental sounds using audio classification techniques
Audio Classification Government Audio
Recognize the physical objects of the tokens in each text
Text Token Classification Media Text
Summarize the news articles
Text Sequence to Sequence Media Text
Calculate the readability scores of the texts
Text Regression Marketing Text
Classify the online comments into different categories
Text Classification Media Text
Identify the images of the same person from set of person images
Image Metric Learning Banking Image
Identify the protests related texts
Text Classification Security Text
Identify the similar questions asked in an online forum
Text Metric Learning Media Text
Rate the wellformedness of the online search engine queries
Text Regression Media Text
Answer the questions from given contexts
Text Span Prediction Media Text
Transcribe the spoken commands and convert them into actionable instructions
Speech Recognition Banking Speech
Categorize the user's intended action or query based on the spoken inputs
Speech Recognition Banking Speech
Generate transcripts for US english speech samples
Speech Recognition Government Speech
Segment the human chest and lungs in CT-Scan images
3D Image Semantic Segmentation Healthcare 3D Image
Segment a collection of nerves in the ultrasound images
Image Semantic Segmentation Healthcare Image
Predict the severity of cough using cough audio
Audio Regression Healthcare Text
Classify news articles in different categories
Text Classification Media Text
Detect fake news using text classification techniques
Text Classification Media Text
Classify biomedicine scientific articles in different categories
Text Classification Healthcare Text
Predict the book rating using their reviews
Text Classification Media Text
Predict potential diseases or medical conditions based on reported symptoms
Text Classification Healthcare Text
Detect and classify emotions expressed in tweets
Text Classification Media Text
Detect and classify fraudulent job postings in online platforms
Text Classification Security Text
Identify and classify mental disorders
Text Classification Healthcare Text
Generate SQL queries or statements based on contextual information
Text Span Prediction Research Text
Develop and test robust question-answering systems against adversarial attacks
Text Span Prediction Security Text
Extract and classify named entities from scientific papers
Text Sequence to Sequence Research Text
Detect and classify customer emotions during interactions with banking services
Text Classification Banking Text
Determine and classify individuals holding insurance policies or claims
Text Span Prediction Banking Text
Classify musical instruments based on audio recordings
Audio Classification Media Audio
Predict individuals stress levels based on physiological or behavioral signals
Text Classification Healthcare Text
Recognize and classify firearms or gun-related objects from images or video data
Audio Classification Government Audio
Detect and classify emergency vehicle siren sounds from audio data
Audio Classification Government Audio
Identify and verify individuals based on vocal characteristics or speech patterns
Audio Classification Banking Audio
Predict and classify potentially harmful or unauthorized drones
Image Classification Security Image
Detect and classify individuals wearing or not wearing face masks from images or video streams
Object Detection Government Image
Detect and recognize footpaths or pedestrian walkways in images or video data
Image Semantic Segmentation Government Image
Classify an input resistor image into its corresponding type or category
Image Classification Manufacturing Image
Classify an input tire image into its corresponding texture category
Image Classification Manufacturing Image
Classify an input flower image into its corresponding species or category
Image Classification Agriculture Image
Classify an input image or video frame into the corresponding defect category
Image Classification Government Image
Segment the motorcycle and the rider from the surrounding nighttime environment
Image Semantic Segmentation Government Image
Segment each football player present in the video frames
Image Classification Sports Image
Identify and classify red blood cells as infected or uninfected with malaria parasites
Image Classification Healthcare Image
Classifies the audio segments into 4 machine parts: valve, fan, slider and pump
Audio Classification Manufacturing Audio
Segment deforested areas with multi-modal satellite imagery
Image Segmentation AI4Good Image