| 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
|