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replicAnt - generating annotated images of animals in complex environments with Unreal Engine

License: MIT License

Python 100.00%
blender deeplabcut synthetic-data synthetic-dataset-generation unreal-engine-5 yolo mask-rcnn pose-estimation mmseg deep-learning

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replicant's Issues

Dataset availability

Hi, team, after going through your repo and paper page, I was unable to find any dataset with regards to ant's themselves(not the 3D models). Would it be possible to access it? Even some samples would work just fine, we want to understand the kind of data that was being used for evaluation and training.

train a YOLO based object detection network for brown plant hopper

@Amnx404 We want to train a YOLO based object detection network for brown plant hopper. We are skeptical since the environment of these pests is very different and varied, not at all controlled. We want to train something like replicAnt in order make our models robust.
(for ref: https://universe.roboflow.com/new-workspace-aedre/brown-plant-hopper-adult/browse?queryText=&pageSize=50&startingIndex=0&browseQuery=true)

Below is a dataset screenshot of this pest.
CleanShot 2024-05-22 at 12 35 48@2x

Originally posted by @Amnx404 in #3 (comment)

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