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Project-AgML / AgML

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
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Is it possible to put our pretrained model in this project? #32

Closed xml94 closed 1 year ago

xml94 commented 1 year ago

Nice project for agriculture. I believe it can be useful for the community.

Is it possible to put our pretrained model and something else to this project.

We trained a ViT-large model in PlantCLEF, and then finetune the model in 13 plant disease-related recognition datasets, one plant growth stage classification and one weed detection dataset. The experiments suggest nice performance.

Paper details can be referred to here and code.

We want to put our model here. If it is possible, please tell me.

masonearles commented 1 year ago

@xml94 The question of how the AgML community can contribute models is a very important one. We're at the point where we need to develop a solution. I'm moving this broader conversation to Issue #34. @amogh7joshi and I will provide some initial thoughts on this but would be really interested in getting you and your team involved in helping to be the first model contribution, and thinking about the best method for community contributed models. Looking forward to it!