Instructions to use kerasformers/dfine-medium with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- KerasFormers
How to use kerasformers/dfine-medium with KerasFormers:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Keras
How to use kerasformers/dfine-medium with Keras:
# Available backend options are: "jax", "torch", "tensorflow". import os os.environ["KERAS_BACKEND"] = "jax" import keras model = keras.saving.load_model("hf://kerasformers/dfine-medium") - Notebooks
- Google Colab
- Kaggle
| { | |
| "library_name": "kerasformers", | |
| "kerasformers_version": "1.1.3", | |
| "model_module": "kerasformers.models.dfine", | |
| "model_class": "DFineDetect", | |
| "variant": "dfine-medium", | |
| "weights": "model.weights.h5", | |
| "model_type": "d_fine", | |
| "stem_channels": [ | |
| 3, | |
| 24, | |
| 32 | |
| ], | |
| "stage_in_channels": [ | |
| 32, | |
| 96, | |
| 384, | |
| 768 | |
| ], | |
| "stage_mid_channels": [ | |
| 32, | |
| 64, | |
| 128, | |
| 256 | |
| ], | |
| "stage_out_channels": [ | |
| 96, | |
| 384, | |
| 768, | |
| 1536 | |
| ], | |
| "stage_num_blocks": [ | |
| 1, | |
| 1, | |
| 3, | |
| 1 | |
| ], | |
| "stage_numb_of_layers": [ | |
| 4, | |
| 4, | |
| 4, | |
| 4 | |
| ], | |
| "use_lab": true, | |
| "encoder_in_channels": [ | |
| 384, | |
| 768, | |
| 1536 | |
| ], | |
| "encoder_hidden_dim": 256, | |
| "encoder_ffn_dim": 1024, | |
| "encode_proj_layers": [ | |
| 2 | |
| ], | |
| "hidden_expansion": 1.0, | |
| "ccfm_num_blocks": 2, | |
| "hidden_dim": 256, | |
| "decoder_num_layers": 4, | |
| "decoder_ffn_dim": 1024, | |
| "decoder_n_points": [ | |
| 3, | |
| 6, | |
| 3 | |
| ], | |
| "num_feature_levels": 3, | |
| "feat_strides": [ | |
| 8, | |
| 16, | |
| 32 | |
| ], | |
| "num_classes": 80, | |
| "num_queries": 300, | |
| "image_size": 640 | |
| } |