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checkpoints of other numbers of shot #6

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frostinassiky opened this issue Oct 11, 2022 · 1 comment
Open

checkpoints of other numbers of shot #6

frostinassiky opened this issue Oct 11, 2022 · 1 comment

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@frostinassiky
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Dear authors,

Thanks for publishing the code and pretrained checkpoint! I have validated the release model_12_34467.pth on my machine, the result is

~~~~ Summary metrics ~~~~
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.142
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.278
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.132
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.079
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.124
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.219
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.141
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.275
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.283
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.150
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.277
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.420

I think this is only for the 3-shot experiment. Do you have a plan to release other checkpoints, especially the 1-shot one on COCO?

@infinity7428
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I updated the code. However, uploading a fine-tuned model requires a lot of capacity. I will upload it if you want. I added a code for fine tuning, so I recommend using it.

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