OpenAI’s CLIP: Search Images with Descriptions Instead of Keywords

CLIP is a very powerful tool that has a lot of different applications and this is just one of them! As a video editor myself, searching through stock images can be really annoying sometimes. Like you don't know if the image you have in your mind really do exists on the website or not. Hopefully this can open up a new way of searching for images and information!

OpenAI's CLIP (Contrastive Language-Image Pre-training)
[Blog] https://openai.com/blog/clip/
[Code] https://github.com/openai/CLIP
[CLIP Image Search] https://github.com/haltakov/natural-language-image-search
[CLIP Video Search] https://github.com/haltakov/natural-language-youtube-search

Fine Grain Image Classifition Benchmarks:
[Oxford Flower] https://paperswithcode.com/sota/fine-grained-image-classification-on-oxford
[Stanford Cars] https://paperswithcode.com/sota/fine-grained-image-classification-on-stanford
[FGVC Aircraft] https://paperswithcode.com/sota/fine-grained-image-classification-on-fgvc
[CLEVR] https://paperswithcode.com/sota/visual-question-answering-on-clevr
[PCam] https://paperswithcode.com/sota/breast-tumour-classification-on-pcam

Unsplash
[Website] https://unsplash.com/data

Write-A-Video: Computational Video Montage from Themed Text
SIGGRAPH Asia 2019
[Project Page] http://miaowang.me/write-a-video/
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