File size: 3,287 Bytes
a07fced 18a861e a07fced 18a861e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 |
---
license: mit
widget:
- src: >-
https://www.verywellhealth.com/thmb/yCmWnfp16fvO0C7qB2jUUcUq8XY=/1500x0/filters:no_upscale():max_bytes(150000):strip_icc()/GettyImages-1451577990-07db16e0a41043bc968d5cbf2dbaec83.jpg
candidate_labels: dark color, light color, irregular shape
example_title: Malignant Melanoma
library_name: open_clip
pipeline_tag: zero-shot-image-classification
---
# Model Card for WhyLesionClip
# Table of Contents
1. [Model Details](#model-details)
2. [Get Started](#how-to-get-started-with-the-model)
3. [Uses](#uses)
4. [Training Details](#training-details)
5. [Evaluation](#evaluation)
6. [Citation](#citation)
## Model Details
- **Model:** WhyLesionClip
- **Paper:** https://arxiv.org/pdf/2405.14839
- **Website:** https://yueyang1996.github.io/knobo/
- **Repository:** https://github.com/YueYANG1996/KnoBo
## How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
[More Information Needed]
### Downstream Use
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
[More Information Needed]
### Out-of-Scope Use
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
[More Information Needed]
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## Training Details
### Training Data
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
[More Information Needed]
### Preprocessing [optional]
[More Information Needed]
### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
## Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->
### Testing Data
<!-- This should link to a Dataset Card if possible. -->
[More Information Needed]
### Metrics
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
[More Information Needed]
### Results
[More Information Needed]
## Citation
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
```
@article{yang2024textbook,
title={A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis},
author={Yue Yang and Mona Gandhi and Yufei Wang and Yifan Wu and Michael S. Yao and Chris Callison-Burch and James C. Gee and Mark Yatskar},
journal={arXiv preprint arXiv:2405.14839},
year={2024}
}
``` |