Example "Fine-tuning for style recognition" is broken due to missing links to flickr images

[joelthchao]

Issue summary

Example Fine-tuning CaffeNet for Style Recognition on “Flickr Style” Data is broken.
Can't download any images by the scripts (examples/finetune_flickr_style/assemble_data.py)
Root cause should be missing link of images.

Steps to reproduce

python examples/finetune_flickr_style/assemble_data.py

Downloading 80000 images with 3 workers...
Writing train/val for 0 successfully downloaded images.

Links to images are broken (e.g. http://farm3.staticflickr.com/2887/12524447173)

Your system configuration

Operating system: OSX yosemite
Python or MATLAB version (for pycaffe and matcaffe respectively): python 3.5

[joelthchao]

If anyone needs to find substitution download links, please refer to my code.

[kashiani]

@joelthchao I encountered to the same issue, then refered to your solution but there are some mismatches, because of using 2.7 python version ( like print and so on) ,,,after modifying them, there is an error like File "examples/finetune_flickr_style/assemble_data.py", line 47, in main images_per_style = int(sys.argv[4]) ValueError: invalid literal for int() with base 10: '--label=5' , I guess that it does not contain digits value . Do you have any opinion to sort out this error

[joelthchao]

The purpose and entry of assembly_data.py are different between my script and the caffe's. You may use my code to download the images. (instruction) Then use these image to continue your work.