Comments (5)
A keypoint’s location is modeled as a one-hot mask. In this way, you can easily train landmark estimation network with your framework. Instead of predicting K masks for K categories given a detected bouding box, you need to predict K masks, one for each of K keypoint types.
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@geyuying
Thanks for the suggestion
I have already trained landmark keypoints with mtcnn main.py
But I would like to know how to visualize landmarks
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https://github.com/facebookresearch/Detectron/blob/master/detectron/utils/vis.py def(vis one image)
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@geyuying
Thanks for the suggestionI have already trained landmark keypoints with mtcnn main.py
But I would like to know how to visualize landmarks
can you share your code about landmark keypoints? thanks.
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A keypoint’s location is modeled as a one-hot mask. In this way, you can easily train landmark estimation network with your framework. Instead of predicting K masks for K categories given a detected bouding box, you need to predict K masks, one for each of K keypoint types.
hi, @geyuying @TDBTECHNO ,
Does K equal to 294? Do I have to convert keypoints of every cloth type into 294 heatmaps as supervision? I tried to train the simple Hourglass module based network by using the converted 294 heatmaps but the network can't convergence. And I also tried OHKM.
It seems that the deepfashion2_to_coco.py concatenates all 294 keypoints together for each cloth. That is, the maximum number of valid keypoints is only 39(long sleeve outwear). How to handle this unbalance between negative and positive labels?
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Related Issues (20)
- Need Models to build Advance solution on top of this
- Interested in using this dataset for a larger project HOT 1
- Which tool did you use to annotate the image? HOT 3
- How to train own model and annotations for this? HOT 2
- Clarification on keypoints handling in Match R-CNN
- What is the standard for outer?
- How to convert anno files to mask images HOT 1
- Consumer to Shop Retrieval Results
- how to get bounding box annotations using deep fashion dataset? HOT 2
- detect clothing color? HOT 2
- Deepfashion train or validation images were used in Deepfashion 2 test dataset?
- Invalid password for unzipping the dataset HOT 2
- Signed field in Google form
- Error while convert deepfashion2 to coco format dataset
- install dependencies
- How to convert anno files to mask images HOT 1
- Problems with training
- Demography of Dataset Subjects
- What about shoes?
- I don't know the password to unzip the file.
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