Application |
Illustration |
Available Models |
Image Classification:
recognize an object in an image.
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 |
50+ models, including ResNet, MobileNet, DenseNet, VGG, ... |
Object Detection: detect
multiple objects with their bounding boxes in an image.
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Faster RCNN, SSD, Yolo-v3
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Semantic
Segmentation:
associate each pixel of an image with a categorical label.
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FCN, PSP, DeepLab v3
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Instance
Segmentation:
associate each pixel of an image with an instance label.
|
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Mask RCNN
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Pose
Estimation:
detect human pose from images.
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Simple Pose
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Video
Action Recognition:
recognize human actions in a video.
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TSN, I3D, Non-local, SlowFast
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