Zero-Shot Object Detection
ZeroModels
Keras
PyTorch
JAX
TensorFlow
owlv2
open-vocabulary
object-detection
Instructions to use zeromodels/owlv2-large-patch14-ensemble with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ZeroModels
How to use zeromodels/owlv2-large-patch14-ensemble 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/owlv2-large-patch14-ensemble") - Keras
How to use zeromodels/owlv2-large-patch14-ensemble 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/owlv2-large-patch14-ensemble") - Notebooks
- Google Colab
- Kaggle
Commit History
-
Fix Collection badge link to the current zeromodels collection slug
Verified signaturec1a25b8 -
Migrate to zeromodels (rename kf_*.json -> zm_*.json, fix refs in config + README, ensure tag + badge)
Verified signature7af1e0d
-
docs: load image processor via from_weights
Verified signatureef134e8
-
docs: Unsloth-style KerasFormers model card for owlv2-large-patch14-ensemble
Verified signaturecee9983
-
Upload README.md with huggingface_hub
Verified signature63f03b9 -
Upload README.md with huggingface_hub
Verified signature2fd0720
-
Upload folder using huggingface_hub
Verified signature608bc36