Flowchart of Computer Vision

[kushalrsharma (Kushu)]

Can I have the flowchart for the computer Vision?

[ryanwesslen]

hi @kushalrsharma!

@kushalrsharma

Can I have the flowchart for the computer Vision?

Thanks for your question. The challenge is that we (Explosion) don't natively have a CV specific package for training. Prodigy offers CV annotation but for training you'd need to use some some third-party framework like TensorFlow or PyTorch. Flowcharts are about making recommendations and the problem is we're not able to make specific recommendations on third-party tools as we leave that to users on what works best for them.

[kushalrsharma (Kushu)]

This means i need to first annotate using prodigy and need to make a script to convert them to either YOLO format or COCO format for training. Or is there any scripts that helps me to do so?

[ryanwesslen]

@kushalrsharma

This means i need to first annotate using prodigy and need to make a script to convert them to either YOLO format or COCO format for training. Or is there any scripts that helps me to do so?

Check out these two posts:

image classification output for Yolo in 2022

Hi @info2000, the output annotations are still in a JSONL file, and you still need to parse it to the YOLO format afterwards. You can refer to this blogpost that did a similar approach (although here he's converting it into the COCO format but he also showed what a typical image annotation looks like)

Datasets and using pre-annotated data

I just made a demo COCO display recipe that allows me to simply visualize the dataset and review it for correctness It might be a good starting point for your own workflow

If you find something that works, we would be grateful if you could post to help others like you in the future!