All Questions
5 questions
48
votes
2
answers
9k
views
Object detection and localization using neural network
Four important computer vision tasks are classification, localization, object detection and instance segmentation (image taken from cs224d course):
These four tasks are all built on top of the deep ...
7
votes
0
answers
159
views
How to extend ImageCases?
I was very excited to see ImageCases being documented in version 12. But I immediately desired a mechanism for adding more entities to ...
- 31.8k
9
votes
1
answer
268
views
Adding computer vision datasets?
I find having ResourceData/Objects for machine learning datasets to be extremely useful, with their "TrainingData", "TestData" properties:
Right now there's only a handful:
And even fewer for ...
- 27.8k
5
votes
1
answer
269
views
How to write a RCNN (region-cnn)?
Has anyone end-to-end trained a single net that can find the location of objects in an image (with v11.1)? Here's an example of a region-cnn in action, and this is a good description of the approach.
- 278
5
votes
0
answers
491
views
How to train a visual attention model?
In version 11.1 there is a new layer type SequenceAttentionLayer[]. I'm interested in how might this be used to train a recurrent visual attention model (see the ...
- 31.8k