Object Detection
Transformers
Safetensors
surgical-video
spatio-temporal-grounding
medical-vision-language-model
eccv-2026
Instructions to use linzher/RefineRank with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use linzher/RefineRank with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("object-detection", model="linzher/RefineRank")# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("linzher/RefineRank", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download checkpoints/vlm/video_preprocessor_config.json from linzher/RefineRank: direct link, hf CLI and curl.
- Browser
- Download file 907 Bytes
-
https://huggingface.co/linzher/RefineRank/resolve/main/checkpoints/vlm/video_preprocessor_config.json
- Command line
-
hf download hf://linzher/RefineRank/checkpoints/vlm/video_preprocessor_config.json
-
curl -L -o video_preprocessor_config.json https://huggingface.co/linzher/RefineRank/resolve/main/checkpoints/vlm/video_preprocessor_config.json
907 Bytes
| { | |
| "crop_size": null, | |
| "data_format": "channels_first", | |
| "default_to_square": true, | |
| "device": null, | |
| "do_center_crop": null, | |
| "do_convert_rgb": true, | |
| "do_normalize": true, | |
| "do_rescale": true, | |
| "do_resize": true, | |
| "do_sample_frames": false, | |
| "fps": null, | |
| "image_mean": [ | |
| 0.48145466, | |
| 0.4578275, | |
| 0.40821073 | |
| ], | |
| "image_std": [ | |
| 0.26862954, | |
| 0.26130258, | |
| 0.27577711 | |
| ], | |
| "input_data_format": null, | |
| "max_frames": 768, | |
| "max_pixels": 37632, | |
| "merge_size": 2, | |
| "min_frames": 4, | |
| "min_pixels": 6272, | |
| "num_frames": null, | |
| "pad_size": null, | |
| "patch_size": 14, | |
| "processor_class": "Qwen2_5_VLProcessor", | |
| "resample": 3, | |
| "rescale_factor": 0.00392156862745098, | |
| "return_metadata": false, | |
| "size": { | |
| "longest_edge": 37632, | |
| "shortest_edge": 6272 | |
| }, | |
| "temporal_patch_size": 2, | |
| "video_metadata": null, | |
| "video_processor_type": "Qwen2VLVideoProcessor" | |
| } | |