Instructions to use zeromodels/depth_anything_v2_large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use zeromodels/depth_anything_v2_large with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://zeromodels/depth_anything_v2_large") - DepthAnythingV2
How to use zeromodels/depth_anything_v2_large with DepthAnythingV2:
# Install from https://github.com/DepthAnything/Depth-Anything-V2 # Load the model and infer depth from an image import cv2 import torch from depth_anything_v2.dpt import DepthAnythingV2 # instantiate the model model = DepthAnythingV2(encoder="<ENCODER>", features=<NUMBER_OF_FEATURES>, out_channels=<OUT_CHANNELS>) # load the weights filepath = hf_hub_download(repo_id="zeromodels/depth_anything_v2_large", filename="depth_anything_v2_<ENCODER>.pth", repo_type="model") state_dict = torch.load(filepath, map_location="cpu") model.load_state_dict(state_dict).eval() raw_img = cv2.imread("your/image/path") depth = model.infer_image(raw_img) # HxW raw depth map in numpy - Notebooks
- Google Colab
- Kaggle
Fix Collection badge link to the current zeromodels collection slug
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## ***See [our collection](https://huggingface.co/collections/zeromodels/depth-anything-v1-and-v2-
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# Run Depth Anything V2 with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/depth_anything_v2/) [](https://huggingface.co/collections/zeromodels/depth-anything-v1-and-v2-
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# zeromodels/depth_anything_v2_large
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## ***See [our collection](https://huggingface.co/collections/zeromodels/depth-anything-v1-and-v2-6a8eaf5352197613b1655ac5) for all versions of Depth Anything V2.***
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# Run Depth Anything V2 with Keras 3: JAX, PyTorch, or TensorFlow
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[](https://github.com/IMvision12/ZeroModels) [](https://imvision12.github.io/ZeroModels/depth_anything_v2/) [](https://huggingface.co/collections/zeromodels/depth-anything-v1-and-v2-6a8eaf5352197613b1655ac5)
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# zeromodels/depth_anything_v2_large
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