Open RuoyuChen10 opened 3 years ago
This is a essiential issue! I find the similar code of face2rec.py in the tutorial of mxnet. https://cv.gluon.ai/build/examples_datasets/recordio.html https://github.com/apache/incubator-mxnet/blob/master/tools/im2rec.py This is more clear to read. I suggest that you can follow the tutorail to make some modification on im2rec.py, and then replace the train_dataiter in train.py by mx.io.ImageRecordIter. And I success train model with my own dataset.
Another links maybe helpful for you. https://blog.csdn.net/m0_37192554/article/details/100670608
Another links maybe helpful for you. https://blog.csdn.net/m0_37192554/article/details/100670608
can you give me the config you've trained?
@tianxianhao @nhutsam261 ,The format tool uses labelme, and the format is json. How to convert your face data set into a more extensive format described by the author for training?
please make sure you have a good understand on the file of im2rec.py! after that you will know how to build your own dataset.
@tianxianhao @nhutsam261 ,The format tool uses labelme, and the format is json. How to convert your face data set into a more extensive format described by the author for training?
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@tianxianhao @nhutsam261 ,The format tool uses labelme, and the format is json. How to convert your face data set into a more extensive format described by the author for training?
you can see this one https://github.com/deepinsight/insightface/issues/791#issuecomment-511108136 or you can follow my repo: https://github.com/nhutsam261/faceid-processing.git
@nhutsam261 I didn’t make it clear, what I’m going to do now is how to label the face detection data set into a widerFace format.
@nhutsam261 I didn’t make it clear, what I’m going to do now is how to label the face detection data set into a widerFace format.
You should be understand insightface format
@nhutsam261 I'm talking about how to make a face detection data set, not a face recognition data set, especially how to make a RetinaFace face key point data set, and how to use my own data set to generate a data set in a format like widerFace?
Thanks for your work, it's a great project.
However, it's unclear to train the own datasets.
I find can using
face2rec2.py
to generate datasets for training, however, could you offer a document details describle how to make the own datasets? Because the project changed a lot and I have no idea how to train the own datasets.Thanks, looking forward to your reply.