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Is there a checkpoint for this architecture somewhere with the PVANET backbone network pre-trained on e.g. ImageNet?
hvags updated
4 years ago
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Thx for update. I notice you have removed PVANet Lite version. So can you provide pretrained classification PVA-lite model on ImageNet? Since the highly efficient of Lite version is so appealing.
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I tried resnet50 and pvanet as base nets. However, vgg16 is the best one. I wonder that if I did something wrong in training process? Have you guys tried other base nets?
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NotFoundError (see above for traceback): Key conv5_4/last_bn_scale/beta not found in checkpoint
[[Node: save/RestoreV2_473 = RestoreV2[dtypes=[DT_FLOAT], _device="/job:localhost/replica:0/task:0/cp…
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python dv.py --model ~/PVAnet_iter_70000.ckpt --net PVAnet_test
NotFoundError (see above for traceback): Key conv5_4/last_bn_scale/beta not found in checkpoint;
W tensorflow/core/framework/op…
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Is it possible to train pvanet in a single machine with multiple gpus?
According to "https://github.com/rbgirshick/py-faster-rcnn/issues/107", python layer makes it not possible to use multiple gpu…
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Hi,when I use ckpt v1 format,the command line as follows,
python ./faster_rcnn/test_net.py --gpu 0 --weights ./models/VGGnet_fast_rcnn_iter_150000.ckpt --imdb voc_2007_test --cfg ./experiments/cfgs/f…
ygren updated
5 years ago
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Hi, @sanghoon
I try train the example_train_384 in pvanet_obsolete(pva9.0) for pascal_voc 2007(trian:2007+2012,test:2007), the mAP is so low 13.1%，however, the mAP is 82.8% when i use you model. …
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Hi @CharlesShang,
Could you please help with the how did you convert the PVANET caffemodel to Tensorflow?
I need to convert the PVANET+ model trained on union set of Pascal+COCO to tensorflow for m…
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I want to rebuild the pvanet from scratch,so I want to train the feature extraction network of pvanet on ImageNet2012,Can you give me some tips on training the network? @sanghoon