I was looking for SOTA OD models, and have seen efficientdet to be one of the best, and I didn't see any PyTorch notebook on this.
\nThe legendary notebook https://www.kaggle.com/shonenkov/training-efficientdet/notebook by @shonenkov, I found it was a little too long for me, and also a little outdated.
\nSo I made my own efficientdet starter pack!
I have kept it as simple as possible, using the smallest backbones, even using a tiny image size(320 x 320) edit it as much as you can!
\n(Since I don't wanna use my Kaggle GPU, as I will be requiring it XD)
I hope it helps.
\nLink:https://www.kaggle.com/mrinath/efficientdet-train-pytorch
PS: The thing is that the infer notebook trained with the notebook is giving a score 0.0, for obvious reasons, as its a very small backbone and uses a very small image size, so should I release it?Dont know how helpful it will be
\nUPDATE(21st jan) : infer note book : https://www.kaggle.com/mrinath/effdet-infer-pytorch
", "messages": [ { "id": 1656220, "postDate": "2022-01-19T07:27:42.437Z", "content": "I was looking for SOTA OD models, and have seen efficientdet to be one of the best, and I didn't see any PyTorch notebook on this.
\nThe legendary notebook https://www.kaggle.com/shonenkov/training-efficientdet/notebook by @shonenkov, I found it was a little too long for me, and also a little outdated.
\nSo I made my own efficientdet starter pack!
I have kept it as simple as possible, using the smallest backbones, even using a tiny image size(320 x 320) edit it as much as you can!
\n(Since I don't wanna use my Kaggle GPU, as I will be requiring it XD)
I hope it helps.
\nLink:https://www.kaggle.com/mrinath/efficientdet-train-pytorch
PS: The thing is that the infer notebook trained with the notebook is giving a score 0.0, for obvious reasons, as its a very small backbone and uses a very small image size, so should I release it?Dont know how helpful it will be
\nUPDATE(21st jan) : infer note book : https://www.kaggle.com/mrinath/effdet-infer-pytorch
", "rawMarkdown": "I was looking for SOTA OD models, and have seen efficientdet to be one of the best, and I didn't see any PyTorch notebook on this.\nThe legendary notebook https://www.kaggle.com/shonenkov/training-efficientdet/notebook by @shonenkov, I found it was a little too long for me, and also a little outdated.\nSo I made my own efficientdet starter pack!\n\nI have kept it as simple as possible, using the smallest backbones, even using a tiny image size(320 x 320) edit it as much as you can! \n(Since I don't wanna use my Kaggle GPU, as I will be requiring it XD)\n\nI hope it helps.\nLink:https://www.kaggle.com/mrinath/efficientdet-train-pytorch\n\n**PS**: The thing is that the infer notebook trained with the notebook is giving a score **0.0**, for obvious reasons, as its a very small backbone and uses a very small image size, so should I release it?Dont know how helpful it will be\n\n**UPDATE**(21st jan) : infer note book : https://www.kaggle.com/mrinath/effdet-infer-pytorch\n", "votes": 16 }, { "id": 1658081, "postDate": "2022-01-20T17:56:58.187Z", "content": "@mrinath my next experiment is with eff-det only. I will try to use D6/7 and compare with Yolov5 m6/x6. Thanks for providing the notebook, it is helpful. I suggest to make the inference public….will be helpful to people like me who are new to eff-det
", "rawMarkdown": "@mrinath my next experiment is with eff-det only. I will try to use D6/7 and compare with Yolov5 m6/x6. Thanks for providing the notebook, it is helpful. I suggest to make the inference public....will be helpful to people like me who are new to eff-det", "votes": 1, "replies": [ { "id": 1658959, "postDate": "2022-01-21T12:37:58.567Z", "content": "Thanks, Sanchit, I have done some improvement and now the score increased a bit from 0.0, it's not good but may help others.
\nthanks for the reply!
@mrinath my next experiment is with eff-det only. I will try to use D6/7 and compare with Yolov5 m6/x6. Thanks for providing the notebook, it is helpful. I suggest to make the inference public….will be helpful to people like me who are new to eff-det
", "votes": 1, "replies": [ { "id": 1658959, "author_name": "DeepUnderstanding", "author_url": "", "post_date": "2022-01-21T12:37:58.567000", "content": "Thanks, Sanchit, I have done some improvement and now the score increased a bit from 0.0, it's not good but may help others.
\nthanks for the reply!