From 0c6e0d42b4d8516e65721fefb5205081b6e41a83 Mon Sep 17 00:00:00 2001 From: penzkofer Date: Mon, 29 Apr 2024 17:38:37 +0200 Subject: [PATCH] add all query masks --- README.md | 18 +++++++++++++++--- relations.zip | Bin 0 -> 1427698 bytes 2 files changed, 15 insertions(+), 3 deletions(-) create mode 100644 relations.zip diff --git a/README.md b/README.md index 6101982..5bf552f 100644 --- a/README.md +++ b/README.md @@ -39,18 +39,30 @@ trainval_balanced_programs.json > GQA dictionaries: `gqa_all_attributes.json` and `gqa_all_vocab_classes` are also adapted from [https://github.com/wenhuchen/Meta-Module-Network](https://github.com/wenhuchen/Meta-Module-Network) ## Generate Query Masks -- generates full_relations_df.pkl if not already present -- generates query masks for all relations with more than 1000 samples +> All 37 generated query masks are available in [relations.zip](relations.zip) as numpy files + +```python +# loading a query mask with numpy +import numpy as np +rel = 'to_the_right_of' +path = f'relations/{rel}.npy' +mask = np.load(path) +mask = mask > 0.05 # binary mask +``` +If you want to run the generation process, run: ```shell python generate_query_masks.py ``` +- generates full_relations_df.pkl if not already present +- generates query masks for all relations with more than 1000 samples + ## Pipeline Execute Pipeline for all samples in GQA: train_balanced (with `TEST=False`) or validation_balanced (with `TEST=True`) ```shell python run_programs.py ``` -For visualizing samples with full all pipeline steps see [VSA4VQA_examples.ipynb](VSA4VQA_examples.ipynb)
+For visualizing samples with all pipeline steps see [VSA4VQA_examples.ipynb](VSA4VQA_examples.ipynb)
## Citation Please consider citing this paper if you use VSA4VQA or parts of this publication in your research: diff --git a/relations.zip b/relations.zip new file mode 100644 index 0000000000000000000000000000000000000000..07c0b716c0eecfcd98ace392d9fa6e3072453fda GIT binary patch literal 1427698 zcmbrl3s_TE+CSQk)AIFeEB}tQYK5dT9*c^K)+$7j?9OyrW~7BugosL_rI0EJ2856c zNn2-1E0EO6#S0|0jH2A4Lq!Dh_Fn5<@B98P>x1|uzkm6ur=I$+r|$gYojnp+@|w#K`t+Zer_&+QykE<>}zN)rlS>&U?n}7Vj;Mb#ZueskU zcq{B!oUrqoAHrIjBPkVIZrdr^H7dw<=c?63pehu}O@|$0Dd~Y@Dah!53%(OH>R5CV zy|86W(uimf8FGv3QXqg|#P(1)9vAYx0$vg9N8C}!S4b}wS%wTM+!SOP*ULw~Qn;-_ z1JXkY!iX5TtMJtzb&5w2g0uh#5QyYH;0KXNout>cSa5Nxp zWR4&Dfa3dTVGS+ZTNJ(R)_- z6D)P5a1~VuEPf>A;+<_od(-!<8iZTI4$hk_PL+YwCC^|4{9^xPpaxc3Pe(ug?3l70 zLOQdMNtb}VlbRvR$3NY1Z{tJgk91`yKu4_9`R9X-G3&gEx!EE8$KyFMJ*`}=jzw14 zj|648Y@cy}uf&SZD11ycC@L(`*8ua0F~U5o{v1}A*cp%PXU&gVohwK9%95uqF-d)0 z`xIb(N$uiCUE7lF-xeVo*LU){1%nIorr9EU%n$#0F9LpbD`lO?3yoq-cX3D#Vfw$sPFQP=uT 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