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