adilmoujahid / deeplearning-cats-dogs-tutorial Goto Github PK

the ami you included in your tutorial is not available when i searched for it : "Please note, that the AMI recommended in the guide is no longer available. I prepared a new AMI (ami-64d31209) with all the necessary software installed."

liuxiao@liuxiao-ThinkStation-D30:/$ /home/liuxiao/fangxu/caffe/build/tools/compute_image_mean -backend=lmdb /home/liuxiao/fangxu/deeplearning-cats-dogs-tutorial/input/train_lmdb /home/liuxiao/fangxu/deeplearning-cats-dogs-tutorial/input/mean.binaryproto
F0426 01:36:32.813380 32339 db_lmdb.hpp:15] Check failed: mdb_status == 0 (2 vs. 0) No such file or directory
*** Check failure stack trace: ***
@ 0x7fbf098ebdaa (unknown)
@ 0x7fbf098ebce4 (unknown)
@ 0x7fbf098eb6e6 (unknown)
@ 0x7fbf098ee687 (unknown)
@ 0x7fbf09db8111 caffe::db::LMDB::Open()
@ 0x40209e main
@ 0x7fbf088f7f45 (unknown)
@ 0x402ada (unknown)
@ (nil) (unknown)
已放弃 (核心已转储)

I get the following error

Creating train_lmdb
Traceback (most recent call last):
File "create_lmdb.py", line 64, in
in_db = lmdb.open(train_lmdb, map_size=int(1e12))
FileNotFoundError: [Errno 2] No such file or directory: '~/project/tp/deeplearning-cats-dogs-tutorial/input/train_lmdb'

Can you tell me how to use googlenet to achieve cat and dog classification?

Thank for yours work.
I have made a big change of your code to make it more modular, and can be used in real work.
The code is in this github

I'm trying to execute "plot_learning_curve.py"
to plot the learning curve but it gives me this error message

AttributeError: 'Series' object has no attribute 'find'

Could you please help me?

I am new to this framework. I am able to Data preparation step by creating the lmdb files. While generating image mean, received below error. Please help

/opt/caffe/bin/compute_image_mean -backend=lmdb /home/pduraisamy/test/Deeplearning-cats-dogs-tutorial/input/train_lmdb /home/pduraisamy/test/Deeplearning-cats-dogs-tutorial/input/mean.binaryproto

terminate called after throwing an instance of 'std: :bad_alloc'
what(): std: :bad_alloc
Aborted

What am I doing wrong here? thanks for your help

Hi, Adil
Could you give advice how to customize this code for car make model classification?

https://aws.amazon.com/marketplace/pp/B06VSPXKDX

It doesn't cost anything to use the AMI.

Hey Adil, any plan on making a python3 version of this?

in file code/create_lmdb.py
line 85: for in_idx, img_path in enumerate(train_data):
line 66: for in_idx, img_path in enumerate(train_data):

So, what's the difference between validation_lmdb and train_lmdb?
If they have the same content, what's the point of creating two same lmdb files?
Am I missing something?

What more, thank you for your tutorial!

run the following command
/home/habib/deeplearning-cats-dogs-tutorial/input/mean.binaryproto
get this error
bash: /home/habib/deeplearning-cats-dogs-tutorial/input/mean.binaryproto: No such file or directory

please guide

I am trying to get familiar with python and caffe and tried to run this code on my computer, there are a few problems and I wanted to know that I should change which parts of the code?

like when I get to this part of the code:

"in_db = lmdb.open(train_lmdb, map_size=int(1e12))
with in_db.begin(write=True) as in_txn:
for in_idx, img_path in enumerate(train_data):
if in_idx % 6 == 0:
continue
img = cv2.imread(img_path, cv2.IMREAD_COLOR)
img = transform_img(img, img_width=IMAGE_WIDTH, img_height=IMAGE_HEIGHT)
if 'cat' in img_path:
label = 0
else:
label = 1
datum = make_datum(img, label)
in_txn.put('{:0>5d}'.format(in_idx), datum.SerializeToString())
print '{:0>5d}'.format(in_idx) + ':' + img_path
in_db.close()"**

I receive this error:

"Traceback (most recent call last):
File "/home/behnam/.local/lib/python2.7/site-packages/IPython/core/interactiveshell.py", line 2878, in run_code
exec(code_obj, self.user_global_ns, self.user_ns)
File "", line 1, in
in_db = lmdb.open(train_lmdb, map_size=int(1e12))
OSError: [Errno 2] No such file or directory: '/home/ubuntu/deeplearning-cats-dogs-tutorial/input/train_lmdb' "

I'm using Pycharm and python 2.7 on ubuntu.

I tried to change the path of "train_lmdb" but it doesn't work.
I do not see the Train_lmdb file in the mentioned directory, what can I do? where is this file?