Open_clip Alternatives
Similar projects and alternatives to open_clip
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DALLE-pytorch
Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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dalle-lightning
Refactoring dalle-pytorch and taming-transformers for TPU VM
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taming-transformers
Taming Transformers for High-Resolution Image Synthesis
open_clip reviews and mentions
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Mapping between photos and satellite images
The other thing I thought about was posing the problem as a contrastive representation learning problem. So I thought I could try something like CLIP (but with two vision networks instead of a vision and a language network) and learn to map similar pairs of images to be close to each other in representation space. I tried this, modifying the code here, but found that the loss was only coming down incredibly slowly.
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[P] I’ve been trying to understand the limits of some of the available machine learning models out there. Built an app that lets you try a mix of CLIP from Open AI + Apple’s version of MobileNet, and more directly on your phone's camera roll.
Yeah check out “open clip” and it’s pretrained weights
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For developers: OpenCLIP releases 2nd model that is similar to OpenAI's CLIP models
GitHub repo.
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Ask HN: Computer Vision Project Ideas?
What sort of compute do you get access to? There's a lot of cool stuff you could depending on whether or not you have decent GPU's and for how much time you're allowed to experiment on them. Experimentation is fairly fundamental in practice.
There are a lot of pretraining tasks in vision/multimodal that are cool. Largely techniques introduced or refined by OpenAI re-implemented as pytorch open source codebases with varying degrees of success:
- Finetune your own CLIP https://github.com/mlfoundations/open_clip
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[N] Open-source code for training CLIP
New repo with functioning training code for CLIP models: https://github.com/mlfoundations/open_clip/
Stats
mlfoundations/open_clip is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
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