Zero-Shot Object Detection
ZeroModels
Keras
PyTorch
JAX
TensorFlow
owlvit
open-vocabulary
object-detection
Instructions to use zeromodels/owlvit-large-patch14 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ZeroModels
How to use zeromodels/owlvit-large-patch14 with ZeroModels:
# pip install -U zeromodels # ZeroModels is pure Keras 3, so pick a backend: "jax", "torch" or "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" from zeromodels import AutoZModel # AutoZModel reads the repo's model_type and loads the matching class. # For a task head use the matching loader, e.g. AutoZMImageClassify / AutoZMDetect / # AutoZMSemanticSegment / AutoZMTextGenerate (see zeromodels.auto). model = AutoZModel.from_weights("zeromodels/owlvit-large-patch14") - Keras
How to use zeromodels/owlvit-large-patch14 with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://zeromodels/owlvit-large-patch14") - Notebooks
- Google Colab
- Kaggle
Fix Collection badge link to the current zeromodels collection slug
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README.md
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## ***See [our collection](https://huggingface.co/collections/zeromodels/owl-vit-
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# Run OWL-ViT with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/owlvit/) [](https://huggingface.co/collections/zeromodels/owl-vit-
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# zeromodels/owlvit-large-patch14
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## ***See [our collection](https://huggingface.co/collections/zeromodels/owl-vit-6a8eaf7f225e1deeba2c22ba) for all versions of OWL-ViT.***
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# Run OWL-ViT with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/owlvit/) [](https://huggingface.co/collections/zeromodels/owl-vit-6a8eaf7f225e1deeba2c22ba)
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# zeromodels/owlvit-large-patch14
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