Build an object classifier for chess pawns

[abhidxt299]

Select a suitable object detector and train it on a dataset of chess pawns. You can use any of the dataset in the links provided.

1. https://public.roboflow.ai/object-detection/chess-full
2. https://www.kaggle.com/koryakinp/chess-positions

[DevanshD3]

Bhaiya is this the same issue that was given in the Whatsapp group? Like we had to train the model with different classes of chess pawns.

[abhidxt299]

Yes, it is. But this time, I wish you'd try out a different method of classifying the object. You can first try to implement whatever is shown in the 1st link.

[afrajshaikh]

I want to work on this isue.

[afrajshaikh]

Is there any specific subtask I need to do or the whole task. And do we need to choose an object detector directly from Roboflow?

[abhidxt299]

You have to do the entire task. For the 2nd part of the question, it's totally up to you. But I'd suggest you to start with Roboflow.

[afrajshaikh]

Ok

[Raghav-Dhir]

hey @afrajshaikh anyway we can work on this together, I was also interested , was thinking of using rcnn

[afrajshaikh]

hi @Raghav-Dhir, what about YOLO v5 ?

[Raghav-Dhir]

i asked @abhidxt299 about that , he said it would be preferred if we go for R-CNN's or RFCN's.