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uptake / autofocus

Deep learning computer vision for classifying wildlife in camera trap images
BSD 3-Clause "New" or "Revised" License
54 stars 30 forks source link

Added check for Datetime in exif of images #75

Closed Manusreekumar closed 5 years ago

Manusreekumar commented 5 years ago

In certain new incoming images, the Date time value wast not present in exif, leading to key error. Hence an additional check is added to ensure pre processing runs even in the absence of date time

Manusreekumar commented 5 years ago

@gsganden There seems to be an issue while build. "The command "python setup.py install" failed and exited with 1 during ." error is coming. Would you be able to check ?

gsganden commented 5 years ago

I've seen this PR, will get to it when I can. FYI I'm doing all of my development in the reorganize branch, which pretty much rewrites the whole repo from the ground up. Small fixes to master are a low priority for me, and I would recommend working off of reorganize.

Manusreekumar commented 5 years ago

Sounds great. I am currently working on improving model capabilities by enabling the model to learn specific animal images. I would like to learn about the changes you are planning to make and also run certain ideas that I am planning to work by you.

gsganden commented 5 years ago

Cool. That branch has nearly complete code for retrieving the 2016/2017 data and processing it. It's slow going because the dataset is largely enough to make each uploading, downloading, and processing step a hassle.

I'm also working to improve the human model and create models for other species as well. Then I want to pull in the 2018 data.

gsganden commented 5 years ago

Closing this PR because it will soon be obsolete.