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jiexunsee / Simple-Inception-Transfer-Learning

A classifier for cat and dog images (Response to Siraj's challenge of the week)
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what are the modification i should do to change this problem to solve the multiclass problem(more than 2 class).For Example cat,dog,horse,cow... #2

Open indrakalita opened 7 years ago

jiexunsee commented 7 years ago

this other repository i have is probably easier to use and runs faster. Anyway, to do more than 2 classes, you'd need to change the classifier.py script, and do the labelling accordingly for your different classes.

You could also check out the retrain code on the tensorflow github. To use it for multiclass problems you'll have to just put your classes into different folders and run the retrain.py code. The code is rather long though, so it might take a while to understand.

indrakalita commented 7 years ago

Can you please modify the classifier.py script for multiclass classification

jiexunsee commented 7 years ago

If your dataset of images is named like cat001, cat002 and so on then it'll be easy, you could do the same as I did, which was to just attach labels based on the image filenames. Or else you'd have to find some other way to do the labelling, depending on your dataset.

indrakalita commented 7 years ago

Thank you very much for your quick reply.Actually I am new in Tensorflow. Here I am attaching my own dataset. Can you please use this dataset to solve classification problem.Thank you in advanced​ main.tar.gz https://drive.google.com/file/d/0B2zF7Rk6hBjKbFd2V29NOXpnOVE/view?usp=drive_web ​ Sincerely Indrajit Kalita M.Tech(IT) Tezpur University

On Fri, Mar 10, 2017 at 7:40 PM, See Jie Xun notifications@github.com wrote:

If your dataset of images is named like cat001, cat002 and so on then it'll be easy, you could do the same as I did, which was to just attach labels based on the image filenames. Or else you'd have to find some other way to do the labelling, depending on your dataset.

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub https://github.com/jiexunsee/Simple-Inception-Transfer-Learning/issues/2#issuecomment-285677999, or mute the thread https://github.com/notifications/unsubscribe-auth/AKLNF4HvkeE-3IF6AbGqg6lAITjVfpigks5rkVnWgaJpZM4MXxzH .

-- Sincerely Indrajit Kalita M.Tech in IT Tezpur Central University

jiexunsee commented 7 years ago

Apologies I'm a little busy but for now you could look at the create_image_lists function in the tensorflow retrain script. It deals with different classes being stored inrespective different folders. Essentially it uses the gfile module which would probably be what you need.

I'll let you know if I'm able to do it. Also, do use my other repository here as it'll be much faster in producing the bottleneck files.

indrakalita commented 7 years ago

Thank You very much.That above mention script works for me.

On Sat, Mar 11, 2017 at 10:31 AM, See Jie Xun notifications@github.com wrote:

Apologies I'm a little busy but for now you could look at the create_image_lists function in the tensorflow retrain script https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/image_retraining/retrain.py. It deals with different classes being stored inrespective different folders. Essentially it uses the gfile module which would probably be what you need.

I'll let you know if I'm able to do it. Also, do use my other repository here https://github.com/jiexunsee/New-Simple-Inception-Transfer-Learning as it'll be much faster in producing the bottleneck files.

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub https://github.com/jiexunsee/Simple-Inception-Transfer-Learning/issues/2#issuecomment-285842777, or mute the thread https://github.com/notifications/unsubscribe-auth/AKLNFxnAwS8xeJcTsev540IHyAeKElbfks5rkirGgaJpZM4MXxzH .

-- Sincerely Indrajit Kalita M.Tech in IT Tezpur Central University

jiexunsee commented 7 years ago

you're welcome :)