How to train my dataset

[wenshihao1]

I don't know how to start training my dataset. Can you tell me the steps?

[davidnvq]

May you provide the structure of the annotations you have? BTW, I have an example to train on custom dataset here: https://github.com/davidnvq/grit#finetune--retrain-grit-on-your-own-dataset

[wenshihao1]

export DATA_ROOT=path/to/coco_dataset

with pretrained object detector on 4 datasets

python train_caption.py exp.name=caption_4ds model.detector.checkpoint=4ds_detector_path

with pretrained object detector on Visual Genome

python train_caption.py exp.name=caption_4ds model.detector.checkpoint=vg_detector_path

this i can't unsderstand. "exp.name=caption_4ds model.detector.checkpoint=4ds_detector_path" what's means?

[wenshihao1]

#vi_caption_path = "/media/local_workspace/quang/datasets/vietcap/vi_captions.json" This means all data in json format?

[wenshihao1]

Sorry, i can't find the example to train my dataset. I just can find three files. Thanks for your reply. Good luck with your work

At 2023-08-01 21:07:27, "Van-Quang Nguyen" @.***> wrote:

May you provide the structure of the annotations you have? BTW, I have an example to train on custom dataset here: https://github.com/davidnvq/grit#finetune--retrain-grit-on-your-own-dataset

— Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you authored the thread.Message ID: @.***>

[Wangdanchunbufuz]

How do I label my own data set?Is there any tool to get the caption?I look forward to your answer。

[davidnvq]

@Wangdanchunbufuz Hi there, may I get in detail what format of your dataset now?

[Wangdanchunbufuz]

@Wangdanchunbufuz Hi there, may I get in detail what format of your dataset now?

I'm sorry for the late reply！If I want to annotate my own data set to train your model, should I annotate the mscoco dataset in json format? Is there any annotation software that can be annotated in json format? Looking forward to your reply！

[Dufresue]

@Wangdanchunbufuz Hi there, may I get in detail what format of your dataset now?

I'm sorry for the late reply！If I want to annotate my own data set to train your model, should I annotate the mscoco dataset in json format? Is there any annotation software that can be annotated in json format? Looking forward to your reply！

have you figured out how to prepare custom dataset?