Audio Analysis

• CREPE Pitch Detection Net Trained on Monophonic Signal Data

  Track the pitch of a monophonic signal
• Wolfram AudioIdentify V1 Trained on AudioSet Data

  Identify sounds in an audio signal

Classification

• 3D-Inflated ResNet-50 Trained on Kinetics 400 Data

  Identify the main action in a video
• Ademxapp Model A Trained on ImageNet Competition Data

  Identify the main object in an image
• Age Estimation VGG-16 Trained on IMDB-WIKI and Looking at People Data

  Predict a person's age from an image of their face
• Age Estimation VGG-16 Trained on IMDB-WIKI Data

  Predict a person's age from an image of their face
• CapsNet Trained on MNIST Data

  Identify the handwritten digit in an image
• Channel-Separated Video Action Classification Net Trained on Kinetics-400 Data

  Identify the main action in a video
• DenseNet-121 Trained on ImageNet Competition Data

  Identify the main object in an image
• EfficientNet Trained on ImageNet

  Identify the main object in an image
• EfficientNet Trained on ImageNet with AdvProp and AutoAugment

  Identify the main object in an image
• EfficientNet Trained on ImageNet with AutoAugment

  Identify the main object in an image
• EfficientNet Trained on ImageNet with NoisyStudent

  Identify the main object in an image
• EfficientNet Trained on ImageNet with RandAugment

  Identify the main object in an image
• EfficientNet-V2 Trained on ImageNet-21K

  Identify the main object in an image
• EfficientNet-V2 Trained on ImageNet Competition Data

  Identify the main object in an image
• Gender Prediction VGG-16 Trained on IMDB-WIKI Data

  Predict a person's gender from an image of their face
• Inception V1 Trained on Extended Salient Object Subitizing Data

  Count the number of prominent items in an image
• Inception V1 Trained on ImageNet Competition Data

  Identify the main object in an image
• Inception V1 Trained on Places365 Data

  Identify the scene type of an image
• Inception V3 Trained on ImageNet Competition Data

  Identify the main object in an image
• LeNet Trained on MNIST Data

  Identify the handwritten digit in an image
• MobileNet-3D V1 Trained on Video Datasets

  Identify the action in a video
• MobileNet-3D V2 Trained on Video Datasets

  Identify the main action in a video
• MobileNet V1 Trained on ImageNet Competition Data

  Identify the main object in an image
• MobileNet V2 Trained on ImageNet Competition Data

  Identify the main object in an image
• MobileNet V3 Trained on ImageNet Competition Data

  Identify the main object in an image
• Optic-Net Classifier for Retinal Diseases

  Diagnose retinal diseases from optical tomography images
• ResNet-101 Trained on ImageNet Competition Data

  Identify the main object in an image
• ResNet-101 Trained on YFCC100m Geotagged Data

  Determine the geolocation of a photograph
• ResNet-152 Trained on ImageNet Competition Data

  Identify the main object in an image
• ResNet-50 Trained on ImageNet Competition Data

  Identify the main object in an image
• Self-Normalizing Net for Numeric Data

  Perform classification or regression on numeric data
• ShuffleNet-3D V1 Trained on Video Datasets

  Identify the main action in a video
• ShuffleNet-3D V2 Trained on Video Datasets

  Identify the main action in a video
• ShuffleNet-V1 Trained on ImageNet Competition Data

  Identify the main object in an image
• ShuffleNet-V2 Trained on ImageNet Competition Data

  Identify the main object in an image
• SlowFast Video Action Classification Trained on Kinetics-400 Data

  Identify the main action in a video
• Spatiotemporal ResNet-18 for Action Recognition Trained on Kinetics-400 Data

  Identify the main action in a video
• Squeeze-and-Excitation Net Trained on ImageNet Competition Data

  Identify the main object in an image
• SqueezeNet-3D Trained on Video Datasets

  Identify the main action in a video
• SqueezeNet V1.1 Trained on ImageNet Competition Data

  Identify the main object in an image
• VGG-16 Trained on ImageNet Competition Data

  Identify the main object in an image
• VGG-19 Trained on ImageNet Competition Data

  Identify the main object in an image
• Vision Transformer Trained on ImageNet Competition Data

  Identify the main object in an image
• Wide ResNet-50-2 Trained on ImageNet Competition Data

  Identify the main object in an image
• Wolfram AudioIdentify V1 Trained on AudioSet Data

  Identify sounds in an audio signal
• Wolfram ImageIdentify Net V1

  Identify the main object in an image
• X3D Video Action Classification Trained on Kinetics-400 Data

  Identify the main action in a video
• Yahoo Open NSFW Model V1

  Determine whether an image contains pornographic content
• YOLO V8 Classify Trained on ImageNet Competition Data

  Identify the main object in an image

Data Generation

• Sketch-RNN Trained on QuickDraw Data

  Generate hand-drawn sketches
• Stable Diffusion V1

  Generate photorealistic images

Denoising

• FastDVDNet Trained on DAVIS Data

  Remove noise from a video

Feature Extraction

• BERT Trained on BookCorpus and Wikipedia Data

  Represent text as a sequence of vectors
• BioBERT Trained on PubMed and PMC Data

  Represent text as a sequence of vectors
• BLIP Image Captioning Nets Trained on MS-COCO Data

  Generate a textual description of an image
• BLIP Image-Text Matching Nets Trained on Captioning Datasets

  Find the similarity score between a text and an image
• BLIP Visual Question Answering Nets Trained on VQA Data

  Generate an answer to a question given an image
• BPEmb Subword Embeddings Trained on Wikipedia Data

  Represent words or subwords as vectors
• Clinical Concept Embeddings Trained on Health Insurance Claims, Clinical Narratives from Stanford and PubMed Journal Articles

  Represent a clinical concept as a vector
• CLIP Multi-domain Feature Extractor

  Represent words and images as vectors
• CoCa Image Captioning Nets Trained on LAION-2B Data

  Represent words and images as vectors
• ConceptNet Numberbatch Word Vectors V17.06

  Represent words as vectors
• D2-Net Trained on MegaDepth Data

  Find generic keypoints and their feature vectors in an image
• DistilBERT Trained on BookCorpus and English Wikipedia Data

  Represent text as a sequence of vectors
• ELMo Contextual Word Representations Trained on 1B Word Benchmark

  Represent words as contextual word-embedding vectors
• GloVe 100-Dimensional Word Vectors Trained on Tweets

  Represent words as vectors
• GloVe 100-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

  Represent words as vectors
• GloVe 200-Dimensional Word Vectors Trained on Tweets

  Represent words as vectors
• GloVe 25-Dimensional Word Vectors Trained on Tweets

  Represent words as vectors
• GloVe 300-Dimensional Word Vectors Trained on Common Crawl 42B

  Represent words as vectors
• GloVe 300-Dimensional Word Vectors Trained on Common Crawl 840B

  Represent words as vectors
• GloVe 300-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

  Represent words as vectors
• GloVe 50-Dimensional Word Vectors Trained on Tweets

  Represent words as vectors
• GloVe 50-Dimensional Word Vectors Trained on Wikipedia and Gigaword 5 Data

  Represent words as vectors
• GPT2 Transformer Trained on WebText Data

  Generate text in English and represent text as a sequence of vectors
• GPT Transformer Trained on BookCorpus Data

  Generate text in English and represent text as a sequence of vectors
• OpenCLIP Multi-domain Feature Extractor Trained on DataComp-1B Data

  Represent words and images as vectors
• OpenCLIP Multi-domain Feature Extractor Trained on LAION-2B Data

  Represent words and images as vectors
• OpenFace Face Recognition Net Trained on CASIA-WebFace and FaceScrub Data

  Represent a facial image as a vector
• Pose-Aware Face Recognition in the Wild Nets Trained on CASIA WebFace Data

  Represent a facial image as a vector
• Pre-trained Distilled BERT Trained on BookCorpus and English Wikipedia Data

  Represent text as a sequence of vectors
• ResNet-101 for 3D Morphable Model Regression Trained on Casia WebFace Data

  Represent a facial image as a vector
• ResNet-101 Trained on Augmented CASIA-WebFace Data

  Represent a facial image as a vector
• RoBERTa Trained on BookCorpus, English Wikipedia, CC-News, OpenWebText and Stories Datasets

  Represent text as a sequence of vectors
• SciBERT Trained on Semantic Scholar Data

  Represent text as a sequence of vectors
• VGGish Feature Extractor Trained on YouTube Data

  Represent sounds as a sequence of vectors

Image Processing

• AdaIN-Style Trained on MS-COCO and Painter by Numbers Data

  Transfer the style of one image to another image
• CoCa Image Captioning Nets Trained on LAION-2B Data

  Represent words and images as vectors
• Colorful Image Colorization Trained on ImageNet Competition Data

  Colorize a grayscale image
• ColorNet Image Colorization Trained on ImageNet Competition Data

  Colorize a grayscale image
• ColorNet Image Colorization Trained on Places Data

  Colorize a grayscale image
• CycleGAN Apple-to-Orange Translation Trained on ImageNet Competition Data

  Turn apples into oranges in a photo
• CycleGAN Horse-to-Zebra Translation Trained on ImageNet Competition Data

  Turn horses into zebras in a photo
• CycleGAN Monet-to-Photo Translation

  Turn a Monet-style painting into a photo
• CycleGAN Orange-to-Apple Translation Trained on ImageNet Competition Data

  Turn oranges into apples in a photo
• CycleGAN Photo-to-Cezanne Translation

  Turn a photo into a Cezanne-style painting
• CycleGAN Photo-to-Monet Translation

  Turn a photo into a Monet-style painting
• CycleGAN Photo-to-Van Gogh Translation

  Turn a photo into a Van Gogh-style painting
• CycleGAN Summer-to-Winter Translation

  Turn a summertime photo into a wintertime photo
• CycleGAN Winter-to-Summer Translation

  Turn a wintertime photo into a summertime photo
• CycleGAN Zebra-to-Horse Translation Trained on ImageNet Competition Data

  Turn zebras into horses in a photo
• Enhanced Super-Resolution GAN Trained on DIV2K, Flickr2K and OST Data

  Increase the resoution of an image
• Pix2pix Photo-to-Street-Map Translation

  Generate a street map from a satellite photo
• Pix2pix Street-Map-to-Photo Translation

  Generate a satellite photo from a street map
• StarGAN Trained on CelebA Data

  Translate an image from one domain to another
• U2-Net Portrait Generator Trained on APDrawing Data

  Generate a portrait sketch from a photo
• Very Deep Net for Super-Resolution

  Increase the resolution of an image

Language Modeling

• GPT2 Transformer Trained on WebText Data

  Generate text in English and represent text as a sequence of vectors
• GPT Transformer Trained on BookCorpus Data

  Generate text in English and represent text as a sequence of vectors
• Sentiment Language Model Trained on Amazon Product Review Data

  Generate text in English and analyze sentiment
• Wolfram C Character-Level Language Model V1

  Generate C code
• Wolfram English Character-Level Language Model V1

  Generate text in English
• Wolfram JavaScript Character-Level Language Model V1

  Generate JavaScript code
• Wolfram LaTeX Character-Level Language Model V1

  Generate LaTeX code
• Wolfram Python Character-Level Language Model V1

  Generate Python code

Object Detection

• CenterNet Pose Estimation Nets Trained on MS-COCO Data

  Detect and localize human joints and objects in an image
• CenterNet Trained on MS-COCO Data

  Detect and localize objects in an image
• EfficientDet Trained on MS-COCO Data

  Detect and localize objects in an image
• RetinaNet-101 Feature Pyramid Net Trained on MS-COCO Data

  Detect and localize objects in an image
• Scaled-YOLO V4 Trained on MS-COCO Data

  Detect and localize objects in an image
• SSD Feature Pyramid Nets Trained on MS-COCO Data

  Detect and localize objects in an image
• SSD-MobileNet V2 Trained on MS-COCO Data NEW

  Detect and localize objects in an image
• SSD-VGG-300 Trained on PASCAL VOC Data

  Detect and localize objects in an image
• SSD-VGG-512 Trained on MS-COCO Data

  Detect and localize objects in an image
• SSD-VGG-512 Trained on PASCAL VOC2007, PASCAL VOC2012 and MS-COCO Data

  Detect and localize objects in an image
• YOLOR Trained on MS-COCO Data

  Detect and localize objects in an image
• YOLO V2 Trained on MS-COCO Data

  Detect and localize objects in an image
• YOLO V3 Trained on Open Images Data

  Detect and localize objects in an image
• YOLO V5 Trained on MS-COCO Data

  Detect and localize objects in an image
• YOLO V8 Detect Trained on MS-COCO Data

  Detect and localize objects in an image
• YOLO V8 Pose Trained on MS-COCO Data

  Detect and localize human joints in an image
• YOLOX Trained on MS-COCO Data

  Detect and localize objects in an image

Question Answering

• BLIP Visual Question Answering Nets Trained on VQA Data

  Generate an answer to a question given an image

Regression

• 2D Face Alignment Net Trained on 300W Large Pose Data

  Determine the locations of keypoints from a facial image
• 3D Face Alignment Net Trained on 300W Large Pose Data

  Determine the 2D projection of 3D keypoints from a facial image
• CenterNet Pose Estimation Nets Trained on MS-COCO Data

  Detect and localize human joints and objects in an image
• CenterNet Trained on MS-COCO Data

  Detect and localize objects in an image
• D2-Net Trained on MegaDepth Data

  Find generic keypoints and their feature vectors in an image
• Micro Aerial Vehicle Trail Navigation Nets Trained on IDSIA Swiss Alps and PASCAL VOC Data

  Navigate a drone in a forest environment
• MiDaS V2.1 Depth Perception Nets Trained on Multiple-Datasets

  Estimate the depth map of an image
• Self-Normalizing Net for Numeric Data

  Perform classification or regression on numeric data
• Single-Image Depth Perception Net Trained on Depth in the Wild Data

  Estimate the depth map of an image
• Single-Image Depth Perception Net Trained on NYU Depth V2 and Depth in the Wild Data

  Estimate the depth map of an image
• Single-Image Depth Perception Net Trained on NYU Depth V2 Data

  Estimate the depth map of an image
• Unguided Volumetric Regression Net for 3D Face Reconstruction

  Reconstruct a 3D facial image from a 2D facial image
• Vanilla CNN for Facial Landmark Regression

  Determine the locations of the eyes, nose and mouth from a facial image

Semantic Segmentation

• Ademxapp Model A1 Trained on ADE20K Data

  Segment an image into various semantic component classes
• Ademxapp Model A1 Trained on Cityscapes Data

  Segment an image of a driving scenario into semantic component classes
• Ademxapp Model A1 Trained on PASCAL VOC2012 and MS-COCO Data

  Segment an image into various semantic component classes
• Dilated ResNet-105 Trained on Cityscapes Data

  Segment an image of a driving scenario into semantic component classes
• Dilated ResNet-22 Trained on Cityscapes Data

  Segment an image of a driving scenario into semantic component classes
• Dilated ResNet-38 Trained on Cityscapes Data

  Segment an image of a driving scenario into semantic component classes
• DoubleU-Net Trained on Medical Image Segmentation Datasets

  Segment medical images performing a task-dependent binary classification
• FastSAM Trained on MS-COCO Data

  Detect, segment and localize objects in an image
• ForkNet Brain Segmentation Net Trained on NAMIC Data

  Segment an image of a human brain into different anatomical structures
• Multi-scale Context Aggregation Net Trained on CamVid Data

  Segment an image of a driving scenario into semantic component classes
• Multi-scale Context Aggregation Net Trained on Cityscapes Data

  Segment an image of a driving scenario into semantic component classes
• Multi-scale Context Aggregation Net Trained on PASCAL VOC2012 Data

  Segment an image into various semantic component classes
• U2-Net Trained on DUTS-TR Data

  Segment objects in an image
• U-Net Trained on Glioblastoma-Astrocytoma U373 Cells on a Polyacrylamide Substrate Data

  Segment a microscopy image to detect cells
• YOLO V8 Segment Trained on MS-COCO Data

  Detect, segment and localize objects in an image

Speech Recognition

• Deep Speech 2 Trained on Baidu English Data

  Transcribe an English-language audio recording
• Wav2Vec2 Trained on LibriSpeech Data

  Transcribe an English audio recording
• Wav2Vec2 Trained on Multiple Datasets

  Transcribe an English audio recording
• Wav2Vec2 XLSR-53 Trained on Multilingual Data

  Transcribe multiple-language audio recordings

Translation

• M2M-100 Multilingual Translation Net

  Translate text between any pair of one hundred languages

Image Captioning

• BLIP Image Captioning Nets Trained on MS-COCO Data

  Generate a textual description of an image
• CoCa Image Captioning Nets Trained on LAION-2B Data

  Represent words and images as vectors