Fly-dream12

bad performance of Attention RPN in base training

2

When i train the attention rpn model in the base training stage, the performance is bad and far away from that of other detectors (meta rcnn), what may be the...

size analysis

2

Could you give a detailed instruction about how to draw the hist of size distribution?

Problem of angle prediction

3

Thanks for you r code. I have trained this model on my dataset, but when i predict the targets, the angle prediction turns to be zero. Furthermore, the loss did...

trainingg end with nan loss

9

Thanks for your code! When I try to run it on my dataset, the error output is: File "FewX-master/fewx/data/dataset_mapper.py", line 234, in generate_support support_id= self.support_df.loc[ (self.support_df['category_id'] == query_cls) & (~self.support_df['image_id'].isin(used_image_id))...

Scale Match Failed

1

When I modify the config file and train on my own dataset, this error happens: File "tiny_benchmark/maskrcnn_benchmark/data/datasets/ship.py", line 110, in __getitem__ img, target = self.transforms(img, target) File "maskrcnn_benchmark/data/transforms/transforms.py", line 13,...

cannot reprodce the results

5

I have downloaded the dataset as you uploaded and trained the baseline model and tranfer model, however, the model with domain adaption only got AP of 0.2901 while the baseline...

cfg ERROR

14

Thanks for your project! In lib/modeling/model_builder.py, Generalized_RCNN doesn't receive the correct cfg from the config file, the cfg is just as the same as that in config.py. When the config...

Key Error in pretrained model

2

Thanks for your project! I have downloaded the pretrained model diou.pth , but when I use this it runs into an error like this: File "DIoU-pytorch-detectron-master/lib/modeling/model_builder.py", line 128, in _init_modules...

Can you upload the loss of adaptation training here for comparison. The loss of loss_rpn_cls_s_fake, loss_rcnn_cls_s_fake and loss_rcnn_box_s_fake seem not converged in my training log, they are fluctuating. What can...

Error in loading the weight file

2

Sorry for troubling you. When I run train_meta.py and load weightfile, a runtimeerror occured: File "dior_train_meta.py", line 85, in model.load_weights(weightfile) File "/home/baby47/Documents/Few-shot Learning/DeepTrial-Few-shot-Object-Detection-via-Feature-Reweighting-main/models/darknet_meta.py", line 375, in load_weights start = load_conv_bn(buf,...