VFA icon indicating copy to clipboard operation
VFA copied to clipboard

Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)

Results 16 VFA issues
Sort by recently updated
recently updated
newest added

Hello! Thanks for your great work! I wonder whether you have the pretrained model without CAA? It would be of great help if you can provide them.

Thank you for your contribution to this amazing work. When I used the provided code for training, the map of base-training was 74.1, and the novel ap of 1-shot fine-tuning...

For example, for a 5-shot model, how should I input support set and query set?

环境:安装readme中配置的环境 系统:Linux 训练执行命令:python train.py configs/vfa/voc/vfa_split1/vfa_r101_c4_8xb4_voc-split1_base-training.py 报错:在使用voc数据集来进行base-training,开始是可以正常训练的,当训练到了3000个iter的时候,也可以成功进行checkpoint的保存,但是接着在进行验证集的推理的时候,会发生报错,如下: [ ] 0/4952, elapsed: 0s, ETA:Traceback (most recent call last): File "train.py", line 252, in main() File "train.py", line 241, in main train_detector( File...

![551SENCJS(IM5S@K2FYSL U](https://github.com/csuhan/VFA/assets/73637597/8dd3eb82-35d9-4745-983c-f958197b1732) What should I do?

Hi,thank you for your excellent work! I only have one gpu and I have tried to modify the learning rate, but it can not achieve the accuracy you provided, I...

Hello, thank you very much for presenting such a meaningful work. I would like to ask about fig6 in the paper, how did you get the real class center? I...

Thank you for your contribution. May I ask, what is the function of PCB class and TestMixins class under utils.py file? ``` class PCB: def __init__(self, class_names, model="RN101", templates="a photo...

I used the weight file you provided for fine-tuning, but it only reached 65.1, which is far from the 67.1 you said. What are your specific parameters?