Update README.md
Browse files
README.md
CHANGED
@@ -17,11 +17,10 @@ This is a Swin Transformer model fine-tuned on the REFUGE challenge dataset. It
|
|
17 |
|
18 |
|
19 |
|
20 |
-
- **Developed by:**
|
21 |
-
- **Shared by [optional]:**
|
22 |
-
- **Model type:**
|
23 |
-
- **
|
24 |
-
- **License:** [More Information Needed]
|
25 |
- **Finetuned from model [optional]:** [More Information Needed]
|
26 |
|
27 |
### Model Sources [optional]
|
@@ -36,41 +35,23 @@ This is a Swin Transformer model fine-tuned on the REFUGE challenge dataset. It
|
|
36 |
|
37 |
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
38 |
|
39 |
-
|
40 |
-
|
41 |
-
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
|
42 |
-
|
43 |
-
[More Information Needed]
|
44 |
-
|
45 |
-
### Downstream Use [optional]
|
46 |
-
|
47 |
-
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
|
48 |
-
|
49 |
-
[More Information Needed]
|
50 |
-
|
51 |
-
### Out-of-Scope Use
|
52 |
-
|
53 |
-
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
|
54 |
-
|
55 |
-
[More Information Needed]
|
56 |
|
57 |
## Bias, Risks, and Limitations
|
58 |
|
59 |
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
60 |
|
61 |
-
|
62 |
-
|
63 |
-
### Recommendations
|
64 |
-
|
65 |
-
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
|
66 |
-
|
67 |
-
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
|
68 |
|
69 |
## How to Get Started with the Model
|
70 |
|
71 |
Use the code below to get started with the model.
|
72 |
|
73 |
-
|
|
|
|
|
|
|
74 |
|
75 |
## Training Details
|
76 |
|
|
|
17 |
|
18 |
|
19 |
|
20 |
+
- **Developed by:** Xu Sun
|
21 |
+
- **Shared by [optional]:** Xu Sun
|
22 |
+
- **Model type:** Image classification
|
23 |
+
- **License:** Apache-2.0
|
|
|
24 |
- **Finetuned from model [optional]:** [More Information Needed]
|
25 |
|
26 |
### Model Sources [optional]
|
|
|
35 |
|
36 |
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
|
37 |
|
38 |
+
You can use the raw model for glaucoma classification based on retinal fundus images.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
39 |
|
40 |
## Bias, Risks, and Limitations
|
41 |
|
42 |
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
|
43 |
|
44 |
+
The model is trained/fine-tuned on retinal fundus images only, and was intended to classify glaucoma and non-glaucoma images.
|
45 |
+
Thus please make sure to feed only fundus image into the model to obtain reasonable results.
|
|
|
|
|
|
|
|
|
|
|
46 |
|
47 |
## How to Get Started with the Model
|
48 |
|
49 |
Use the code below to get started with the model.
|
50 |
|
51 |
+
```python
|
52 |
+
|
53 |
+
|
54 |
+
```
|
55 |
|
56 |
## Training Details
|
57 |
|