Difference between revisions of "Capabilities"
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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | ||
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| − | [ | + | [https://www.google.com/search?q=~capability+machine+learning+ML ...Google search] |
| − | [ | + | [https://www.google.com/search?q=capability+questions+deep+machine+learning+ML ...Google search] |
* [[AI Solver]] for determining possible algorithms for your needs | * [[AI Solver]] for determining possible algorithms for your needs | ||
* [[Case Studies]] where these capabilities are used | * [[Case Studies]] where these capabilities are used | ||
| − | * [ | + | * [https://pathmind.com/wiki/data-for-deep-learning Data for Deep Learning | Chris Nicholson - A.I. Wiki pathmind] |
{| class="wikitable" <!-- generated with [[w:de:Wikipedia:Technik/Text/Basic/EXCEL-Tabellenumwandlung]] V2.1 --> | {| class="wikitable" <!-- generated with [[w:de:Wikipedia:Technik/Text/Basic/EXCEL-Tabellenumwandlung]] V2.1 --> | ||
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|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | .. | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" | .. | ||
|style="background-color:#F2F2F2;font-size:11pt;color:#222222" | .. | |style="background-color:#F2F2F2;font-size:11pt;color:#222222" | .. | ||
| − | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [ | + | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [https://www.youtube.com/watch?v=gJEzuYynaiw Trailer] |
|style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [[Google_AutoML|Video Intelligence]] | |style="background-color:#F8F9FA;font-size:11pt;color:#0563C1" | [[Google_AutoML|Video Intelligence]] | ||
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* Image to Video - Synthesize [[Video Synthesis#Image-to-VideoSynthesis | video by animating a photo]], e.g. family photo | * Image to Video - Synthesize [[Video Synthesis#Image-to-VideoSynthesis | video by animating a photo]], e.g. family photo | ||
* Image to Abnormally detection - retina screening, cancer detection, [[Pathology]] | * Image to Abnormally detection - retina screening, cancer detection, [[Pathology]] | ||
| − | * [ | + | * [https://horatio.cs.nyu.edu/ Image to Text (Classification)] Image classification |
* Image/Video to Image/Video - [[Colorize]] B/W movies and photos | * Image/Video to Image/Video - [[Colorize]] B/W movies and photos | ||
* Image/Video to Image/Video - Image [[Enhancement]], age regression | * Image/Video to Image/Video - Image [[Enhancement]], age regression | ||
* Image/Video to Segmentation - [[Recognize Object]], Collision avoidance | * Image/Video to Segmentation - [[Recognize Object]], Collision avoidance | ||
| − | * [ | + | * [https://deeplearning.cs.toronto.edu/i2t Image to Text] - Digit recognition, Handwriting recognition, Optical [[Character Recognition]] (OCR) |
* Image to Image - Image [[Reconstruction]], complete obstructed image | * Image to Image - Image [[Reconstruction]], complete obstructed image | ||
* Image to Image - Photo restoration [[Generative Facial Prior-Generative Adversarial Network (GFP-GAN)]] | * Image to Image - Photo restoration [[Generative Facial Prior-Generative Adversarial Network (GFP-GAN)]] | ||
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* [[Style Transfer]] | * [[Style Transfer]] | ||
* [[Metaverse]] | * [[Metaverse]] | ||
| − | * [ | + | * [https://findnewai.com/ai-software-tools/ FindNewAI]... using artificial intelligence to increase your productivity |
Revision as of 14:22, 4 January 2023
...Google search ...Google search
- AI Solver for determining possible algorithms for your needs
- Case Studies where these capabilities are used
- Data for Deep Learning | Chris Nicholson - A.I. Wiki pathmind
- Numeric data to Numeric data - Regression - ...predict values
- Numeric data to Numeric list - classify each data point into a specific group - ...cluster
- Numeric data to Abnormally detection - Intruder
- Text to Abnormally detection - Cybersecurity
- Text to Speech - Synthesize Speech
- Text to Classification (pre-defined classes) - News sections/filtering, Sentiment Analysis
- Text to Cluster - Recommendation engines
- Text to Calendar - Scheduling
- Text to Image - Synthesize Generated Image based on a description
- Text to Prediction - Autocomplete
- Text/Image/Video to Sentiment - Emotion detection
- Text to Text - Headlines, summaries
- Data (Text) to Text - Robot Writing Natural Language Generation (NLG) database analysis, news content
- Text to (Presentation) - SynthPub synthesize publishing content, formats, web, social media, and presentations
- Script (Text) Generation - Create AI synthesize test data, software code, software code, scripts
- Speech to Text - Speech Recognizer & NLP, Natural Language Processing (grammar, syntax and semantics), transcripts
- (Speech to) Text to Process to Text (to Speech) - Chatbots, Virtual Assistants, Language Translation, Conversation Modeling, Voice recognition
- (Speech to) Text to Process to Text (to Speech) - Your Friend
- (Speech to) Data - obtaining Voice Vectors to construct 3D image of face, income level, health
- Sensor Signals/Speech/Video to Lie Detection - Micro-expression changes in the eyes, voice, posture, etc. determine truthfulness
- Image to Classification - Colorization, Image Classification
- Audio to Classification (predefined classes) - SoundHound, genre
- Sound to Classification (predefined classes) - Signal Processing, genre
- Video to Classification (predefined classes) - Computer Sight Items identification, Screening; Passenger, Luggage, & Cargo Image classification, Video analysis
- Sound to Cluster - grouping related items together e.g. Birdsongs
- Audio to Cluster - grouping related songs together e.g. Spotify, Pandora
- Sound/Audio to Abnormally detection - Signals, Transmission troubleshooting, Electronic warfare
- Audio Generation - Synthesize songs, Make music
- Audio to Video - Facial Animate
- Image to Video - Synthesize video by animating a photo, e.g. family photo
- Image to Abnormally detection - retina screening, cancer detection, Pathology
- Image to Text (Classification) Image classification
- Image/Video to Image/Video - Colorize B/W movies and photos
- Image/Video to Image/Video - Image Enhancement, age regression
- Image/Video to Segmentation - Recognize Object, Collision avoidance
- Image to Text - Digit recognition, Handwriting recognition, Optical Character Recognition (OCR)
- Image to Image - Image Reconstruction, complete obstructed image
- Image to Image - Photo restoration Generative Facial Prior-Generative Adversarial Network (GFP-GAN)
- Image to Database Query - Recipes
- Image/Video to 3D Model/Image/Video
- Generate Image/Video - Art/Image/Actors generation from scratch, DeepFakes
- Video to Numeric - Count Customers
- Video to Text - Captioning, Real-time sign language
- Video to Text - Video Intelligence, scenes are classified, searchable, & summarized
- Video to Video (Hologram) - Immersive Reality
- Video to Database Query - Immersive Reality
- Video to Prediction - Predict image next movie frames
- Video to Database to Video - Personal information preservation with Transhumanism
More
- Forecasting
- Reinforcement Learning - Games, Self-driving Vehicles, Drones, Robotics, Management, Finance
- Style Transfer
- Metaverse
- FindNewAI... using artificial intelligence to increase your productivity
