Comments (5)
Hi @Franck-Dernoncourt ,
I have the same doubt before reading the paper. Real images and VR are not part of the dataset, instead they are replaced by logs annotations inside the conversations. Each log contains the ID of the furniture/clothing contained in the VR/image, in such a way the computer vision side of the challenge is totally skipped. To better understand I suggest you to read section 3.3 of the paper
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According to an email from the organizers, no plan to release images, and see the metadata csv for the VR.
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Thanks @seo-95 . Just to make sure I understand: we're given some image/VR "catalog description and other attributes" (quoting section 3.3), but not the images/VR themselves?
https://github.com/facebookresearch/simmc/tree/master/data/simmc_fashion/*.json contains
image_id
so I thought there could be some way to retrieve the images. Also, https://arxiv.org/pdf/2006.01460.pdf's figure 4 seems to take some raw image as input ($M_t$ ). But reading https://arxiv.org/pdf/2006.01460.pdf's section 8 (SIMMC-Furniture (VR)
andSIMMC-Fashion (Image)
paragraphs) seems to confirm your previous message:We extract the representations for each fashion item using concatenated GloVe embeddings of its attributes (similar to SIMMC-Furniture) in addition to learning the source embedding (‘memory’ or ‘current’ item), as the multimodal context
$M_t$
I have just seen the image_id
you mentioned and it is really strange. Maybe it's there for future possible expansion of the dataset (the introduction of images/VR would be great). I hope for an answer from Facebook organizers
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@shubhamagarwal92 pointed me to https://github.com/facebookresearch/simmc/tree/master/data#overview-of-the-dataset-repository (mirror), which mentions:
images: ./simmc-furniture/figures/{object_id}.png
I agree, at that point we need the organizers to clarify if images/VRs will be released, and if so, when.
from simmc.
Thanks @seo-95 . Just to make sure I understand: we're given some image/VR "catalog description and other attributes" (quoting section 3.3), but not the images/VR themselves?
https://github.com/facebookresearch/simmc/tree/master/data/simmc_fashion/*.json contains image_id
so I thought there could be some way to retrieve the images. Also, https://arxiv.org/pdf/2006.01460.pdf's figure 4 seems to take some raw image as input (SIMMC-Furniture (VR)
and SIMMC-Fashion (Image)
paragraphs) seems to confirm your previous message:
We extract the representations for each fashion item using concatenated GloVe embeddings of its attributes (similar to SIMMC-Furniture) in addition to learning the source embedding (‘memory’ or ‘current’ item), as the multimodal context
$M_t$
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Related Issues (20)
- Incorrect evaluation script provided for MM-DST baseline HOT 1
- Incorrect Hyperparameters ? HOT 8
- Baselines results for API call prediction HOT 1
- action_evaluation expected file format HOT 4
- Question about retrieval evaluation HOT 3
- Baselines results HOT 1
- Bug in baseline? (missing sigmoid) HOT 1
- Possible bugs in evaluation script in SubTask #1 HOT 2
- Are we allowed to use "turn_label" fields for subtasks 1-2 ? HOT 8
- Question about Fashion attributes HOT 1
- SubTask #3 evaluation lower case issue HOT 1
- Bug in mm_dst baseline HOT 1
- Question about submission models HOT 2
- Question about test-std files HOT 9
- Question about the new evaluation method for Task 1&2 HOT 1
- KeyError caused by ~teststd_dials_retrieval_candidates_public.json HOT 1
- How to get images HOT 2
- bug in run scripts/preprocess_simmc.sh HOT 3
- Question about mm_action_prediction/scripts/train_simmc_model.sh HOT 1
- How can I get images of fashion items?
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