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update dataset

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junchen14 2023-10-31 05:37:37 +03:00
parent 83b7238a55
commit c13fa168fd
3 changed files with 14 additions and 2 deletions
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2
dataset/README_MINIGPTv2_FINETUNE.md
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@ -15,7 +15,7 @@ RefCOCOg | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcocog
OKVQA | <a href="https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/okvqa/okvqa_train.json"> annotations </a>
AOK-VQA | <a href="https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/aokvqa/aokvqa_v1p0_train.json"> annotations </a>
OCR-VQA | <a href="https://drive.google.com/drive/folders/1_GYPY5UkUy7HIcR0zq3ZCFgeZN7BAfm_?usp=sharing"> annotations </a>
GQA | <a href="https://downloads.cs.stanford.edu/nlp/data/gqa/images.zip">images</a> &nbsp;&nbsp; <a href="/ibex/project/c2133/minigpt4_v2_dataset/gqa/annotations/train_balanced_questions.json"> annotations </a>
GQA | <a href="https://downloads.cs.stanford.edu/nlp/data/gqa/images.zip">images</a> &nbsp;&nbsp; <a href="https://storage.googleapis.com/sfr-vision-language-research/LAVIS/datasets/gqa/train_balanced_questions.json"> annotations </a>
Filtered flickr-30k | <a href="https://drive.google.com/drive/folders/19c_ggBI77AvdtYlPbuI0ZpnPz73T5teX?usp=sharing"> annotations </a>
Multi-task conversation | <a href="https://drive.google.com/file/d/11HHqB2c29hbSk-WLxdta-nG8UCUrcCN1/view?usp=sharing"> annotations </a>
Filtered unnatural instruction | <a href="https://drive.google.com/file/d/1lXNnBcb5WU-sc8Fe2T2N8J0NRw4sBLev/view?usp=sharing"> annotations </a>

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eval_scripts/EVAL_README.md
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@ -1,7 +1,19 @@
## Evaluation Instruction for MiniGPT-v2
### Data preparation
Images download
Image source | Download path
--- | :---:
OKVQA| <a href="https://drive.google.com/drive/folders/1jxIgAhtaLu_YqnZEl8Ym11f7LhX3nptN?usp=sharing">annotations</a> &nbsp;&nbsp; <a href="http://images.cocodataset.org/zips/train2017.zip"> images</a>
gqa | <a href="https://drive.google.com/drive/folders/1-dF-cgFwstutS4qq2D9CFQTDS0UTmIft?usp=drive_link">annotations</a> &nbsp;&nbsp; <a href="https://downloads.cs.stanford.edu/nlp/data/gqa/images.zip">images</a>
hateful meme | <a href="https://github.com/faizanahemad/facebook-hateful-memes">images and annotations</a>
iconqa | <a href="https://iconqa.github.io/#download">images and annotation</a>
vizwiz | <a href="https://vizwiz.org/tasks-and-datasets/vqa/">images and annotation</a>
RefCOCO | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcoco.zip"> annotations </a>
RefCOCO+ | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcoco+.zip"> annotations </a>
RefCOCOg | <a href="https://bvisionweb1.cs.unc.edu/licheng/referit/data/refcocog.zip"> annotations </a>
### Evaluation dataset structure
### environment setup

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eval_scripts/eval_vqa.py
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@ -47,7 +47,7 @@ model.eval()
os.makedirs('results', exist_ok=True)
if 'okvqa' in args.dataset:
evaluation_annntation_path = os.path.join(args.eval_file_path, "test_split.json")
evaluation_annntation_path = os.path.join(args.eval_file_path, "okvqa_test_split.json")
with open(evaluation_annntation_path) as f:
ok_vqa_test_split = json.load(f)