Joshua Z. Zhang comments

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                                            Joshua Z. Zhang

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Error while executing bash tools/prepare_pascal.sh command

@maram992 just specify use `--cpu`

How can I get features for each bounding box?

There's no features for each box technically, the features are shared, for example, conv4_3_output

Question about the gt_count in MApMetric

You are correct, fixed now.

Question about the gt_count in MApMetric

No-resizing is potentially good for performance, but training is more complicated since you can only do batch-1 training, and there's not a easy solution for mini-batching like fast-rcnn.

Question about the gt_count in MApMetric

I'm verifying this.

Question about the gt_count in MApMetric

seems like it was related to some parameter change including lr_mult and learning rate. I did modified them for sake of a lot of GPUs, and it turns out to...

Question about the gt_count in MApMetric

Using multi devices will reduce the effective batch-size, 'valid' normalization in softmaxOutput and makeloss will be affected.

Error while training pretrained model

can you show the full stack trace? Might be related to CPU because no body even my self have trained on CPU before.

Errors while using pre-trained ssd_inception_v3 model in demo.py

@arisha07 You might be using a very old mxnet version

AttributeError: 'str' object has no attribute 'rank'

please check mxnet version, make sure it's 1.1 or 1.2