Computer Vision & Deep Learning Survey
Hi :) Thanks for taking a few minutes to share insights into how you handle your data science duties.
This is a computer science field I love and I'd like to understand more the changes in the industry. These survey is aimed at understanding the deep learning and computer vision stakeholders.
Wanna know a little bit more about me? Come and say hello:
What is your role in your current AI projects?
Not doing anything related to this
Data Scientist / Data Engineer
What kind of projects are you working on?
Natural Language Processing
How would you describe your Data Science Skills?
Never worked on a Data Science project
Novice / Hobbyist
Yann Le Cun
What is the size of your company?
10 to 50
50 to 500
500 to 5000
More than 5000
Not working for a company
What kind of tasks are the most PAINFUL?
Finding use cases
Collecting / Uploading / Sorting / Maintaining data
Reproducing/Implementing Data Science papers & experiences
Training algorithms (esp. on GPU)
Validating my results
Deploying my algorithm
Having my work recognised by my colleagues
What kind of data do you work with?
Big numbers everywhere
Where/how do you store your datasets?
On my local or network-shared filesystem
Dropbox / Google Drive
S3 / Azure blob
Provided by a Machine Learning platform
We have our own set of tools
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