pamixsun commited on
Commit
394d889
·
1 Parent(s): 658ba71

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +11 -30
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:** [More Information Needed]
21
- - **Shared by [optional]:** [More Information Needed]
22
- - **Model type:** [More Information Needed]
23
- - **Language(s) (NLP):** [More Information Needed]
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
- ### Direct Use
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
- [More Information Needed]
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
- [More Information Needed]
 
 
 
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