iMTFA
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danganea
Code accompanying the paper 'Incremental Few-Shot Instance Segmentation'
Hi Dan Thanks for your implementation, I have a concern. Is Meta Learning applied for iMTFA model? Thank you.
Proposed neural networks MTFA/iMTFA are compared in the paper with Siamese Mask-RCNN. But, in order to compare, nets in those experiments train 1K ImageNet classes, which violates few-shot conventions a...
After an analysis it did not became clear how the few shots for novel classes are used. It would be great to get a feedback on that topic about MTFA...
I have tried to install on Windows 10 with CPU versions of `torch` and `torchvision`, Cython and pycocotools (warning, not pycocotools-windows) Thus, I have cloned and entered the iMTFA directory...
By the link in the README I have reached only `faster_rcnn_xxx` config files. It seems strange because the work is dedicated to instance segmentation. Where I could download the mask_rcnn...
Hi, Thank you so much for an amazing paper and for publishing this code! I have a question regarding the way to use one of your trained models in a...
when I try to run iMTFA's second training stage using configs/coco-experiments/mask_rcnn_R_50_FPN_ft_fullclsag_cos_bh_base.yaml, how can i get the model_reset.pth
Dear authors, I read your paper, it's a great work. I did not find that the dynamic change of accuracy ,such as training in 5 ways K shots.There will be...
Hi, I am observing Nan losses just after 1st or 2nd iteration. I am running following command ```python3 tools/run_train.py --config-file configs/coco-experiments/mask_rcnn_R_50_FPN_fc_fullclsag_base.yaml``` Following is the error that I am getting: ```ERROR...
Hey, I'm trying to make this repo windows friendly. I adapted the detectron2 to be windows friendly. Installing went smoothly I've set up the data as instructed. When I try...
