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dataset/README_MINIGPTv2_FINETUNE.md
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@ -1,4 +1,4 @@
## Download the COCO captions, RefCOCO, RefCOCO+. RefCOCOg, visual genome, textcaps, LLaVA, gqa, AOK-VQA, OK-VQA, OCR-VQA, filtered Flickr-30k, multi-task conversation, and Unnatural instruction datasets
## Download the dataset for finetuning the MiniGPT-v2
Download the dataset
@ -28,12 +28,13 @@ Download the COCO 2014 images and captions
```
├── ${MINIGPTv2_DATASET}
│ ├── coco_captions
│ ├── coco_images
| ├── annotations
| ├── coco_karpathy_train.json
${MINIGPTv2_DATASET}
├── coco_captions
│ ├── coco_images
│ └── annotations
│ ├── coco_karpathy_train.json
│ ...
...
```
Set **image_path** to the COCO 2014 image folder.
@ -59,15 +60,16 @@ Similarly, set **ann_path** to the vqa_train.json and vqa_val.json path
Download visiual genome images and annotation files
```
├── ${MINIGPTv2_DATASET}
│ ├── visual_genome
│ ├── VG_100K
│ ├── VG_100K_2
| ├── region_descriptions.json
${MINIGPTv2_DATASET}
├── visual_genome
│ ├── VG_100K
│ ├── VG_100K_2
│ └── region_descriptions.json
...
```
Set **image_path** to visual_genome folder.
Similarly, set **ann_path** to to visual_genome folder.
Similarly, set **ann_path** to the visual_genome folder.
- [minigpt4/configs/datasets/vg/ref.yaml](../minigpt4/configs/datasets/vg/ref.yaml)
@ -91,25 +93,26 @@ Similarly, set **ann_path** to the TextCaps_0.1_train.json path
Download the RefCOCO, RefCOCO+, RefCOCOg annotation files
```
Location_you_like
├── ${MINIGPTv2_DATASET}
│ ├── refcoco_annotations
│ ├── refcoco
| ├── instances.json
| ├── refs(google).p
| ├── refs(unc).p
│ ├── refcoco+
| ├── instances.json
| ├── refs(unc).p
│ ├── refcocog
| ├── instances.json
| ├── refs(google).p
| ├── refs(und).p
${MINIGPTv2_DATASET}
├── refcoco_annotations
│ ├── refcoco
│ │ ├── instances.json
│ │ ├── refs(google).p
│ │ └── refs(unc).p
│ ├── refcoco+
│ │ ├── instances.json
│ │ └── refs(unc).p
│ └── refcocog
│ ├── instances.json
│ ├── refs(google).p
│ └─── refs(und).p
...
```
Set **image_path** to the COCO 2014 image folder.
Similarly, set **ann_path** in all the following configs to the above folder (Location_you_like) that contains refcoco, refcoco+, and refcocog.
Similarly, set **ann_path** in all the following configs to the above folder *refcoco_annotations* that contains refcoco, refcoco+, and refcocog.
- [minigpt4/configs/datasets/coco_bbox/refcoco.yaml](../minigpt4/configs/datasets/coco_bbox/refcoco.yaml)
- [minigpt4/configs/datasets/coco_bbox/refcocog.yaml](../minigpt4/configs/datasets/coco_bbox/refcocog.yaml)
@ -196,16 +199,16 @@ Similarly, set **ann_path** to the lhe OCR-VQA dataset.json
### filtered Flickr-30k
Download filtered Flickr-30k images and annotation files
Download filtered Flickr-30k images (fill this [form](https://forms.illinois.edu/sec/229675) on official website or from [kaggle](https://www.kaggle.com/datasets/hsankesara/flickr-image-dataset/download?datasetVersionNumber=1)) and annotation files
```
Location_you_like
├── ${MINIGPTv2_DATASET}
│ ├── filtered_flickr
│ ├── images
│ ├── captiontobbox.json
│ ├── groundedcaption.json
│ ├── phrasetobbox.json
${MINIGPTv2_DATASET}
├── filtered_flickr
│ ├── images
│ ├── captiontobbox.json
│ ├── groundedcaption.json
│ └── phrasetobbox.json
...
```
Set **image_path** as the flickr-30k images foler.
@ -222,9 +225,10 @@ Download the multi-task converstation dataset
```
Location_you_like
├── ${MINIGPTv2_DATASET}
│ ├── multitask_conversation
│ ├── multitask_conversation.json
${MINIGPTv2_DATASET}
├── multitask_conversation
│ └── multitask_conversation.json
...
```
Set **image_path** as the COCO 2014 images folder.