zcablii / SARDet_100K

Offical implementation of MSFA and release of SARDet_100K dataset for Large-Scale Synthetic Aperture Radar (SAR) Object Detection
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SAR image inference #28

Closed tbxmh closed 1 month ago

tbxmh commented 1 month ago

I think I have aquestion I would like to ask, which is that I would like to reason about SAR images and detect airplanes or cars in them, but I don't know which models are able to do this? Would you have an answer to this please?

zcablii commented 1 month ago

Any of our provided fine-tuned models can perform detection on the SARDet-100K dataset; however, they are unlikely to detect objects outside the training set distribution.

tbxmh commented 1 month ago

Any of our provided fine-tuned models can perform detection on the SARDet-100K dataset; however, they are unlikely to detect objects outside the training set distribution. I was trying to reason about my own SAR image using the model you guys provided, but it doesn't seem to be working too well; I don't know if it's because of the size of the image, my image's dimensions are 9216*9216; I'd like to ask which model and weights are available to detect an aircraft or car here's my result, running the command: python . /image_demo.py . /demo/demo.jpg local_configs/SARDet/r50_dota_pretrain/fg_frcnn_dota_pretrain_sar_wavelet_r50_1.py --weights . /work_dirs/fg_frcnn_dota_pretrain_sar_wavelet_r50/best_coco_bbox_mAP_epoch_12.pth --out-dir . /44 --device cpu --show 20240808191010