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Paper · 2204.02491 · ECCV · 2022

Text2LIVE: Text-Driven Layered Image and Video Editing

Yoni Kasten, Omer Bar-Tal, Tali Dekel, Dolev Ofri-Amar, Rafail Fridman

arXiv · PDF · Open in the Atlas

Code that ran

We lifted 5 functions out of this paper's own repositories and ran 3 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.

RepositoryRoleRan
omerbt/Text2LIVE canonical 3 of 5
FunctionStatusWhere it lives
count_parameters Ran omerbt/Text2LIVE/models/implicit_neural_networks.py
code served (permissive licence) · get_code("f6b944f50d3f15ae")
get_scheduler Ran omerbt/Text2LIVE/models/networks.py
code served (permissive licence) · get_code("00115f91134a551e")
positionalEncoding_vec Ran omerbt/Text2LIVE/models/implicit_neural_networks.py
code served (permissive licence) · get_code("ab6aff4b59ac84d5")
build_model Not yet run omerbt/Text2LIVE/CLIP/clip_explainability/model.py
code served (permissive licence) · get_code("7ecaa1ab867d461d")
build_model Not yet run omerbt/Text2LIVE/CLIP/clip/model.py
code served (permissive licence) · get_code("ab2f38ac891c8d2e")

Repositories linked to this paper

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Abstract

"smoke" "smoking cigar" "spinach moss cake" "ice" "gira e with a neck warmer" "colorful stained glass gira e" "brioche" "oreo cake" * Denotes equal contribution. O. Bar-Tal, D. Ofri-Amar , R. Fridman et al. (a) Image text-guided layered editing (b) Video text-guided layered editing "fire out of bear's mouth" "fire" "latte art heart pattern" "monarch butterfly" "orca" "snow" "latte art heart pattern" "monarch butterfly" "orca" "snowy countryside scene" Input Output edit layer Final composite Fig. 2. Text2LIVE generates an edit layer, which is composited over the input. The text prompts expressing the target layer and the final composite are shown above each image. Our layered editing facilitates various effects including changing objects' texture or augmenting the scene with complex semi-transparent effects.

For agents

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have("2204.02491")

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