ariffaizin19 commited on
Commit
1ce9ccf
1 Parent(s): 09c210d

feat: add readme

Browse files
Files changed (1) hide show
  1. README.md +74 -0
README.md ADDED
@@ -0,0 +1,74 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ tags:
3
+ - ultralyticsplus
4
+ - yolov5
5
+ - ultralytics
6
+ - yolo
7
+ - vision
8
+ - object-detection
9
+ - pytorch
10
+ - indonesia
11
+ - aksara
12
+ - aksarajawa
13
+
14
+ model-index:
15
+ - name: ariffaizin19/yolov5-sewaka-detc
16
+ results:
17
+ - task:
18
+ type: object-detection
19
+
20
+ metrics:
21
+ - type: precision # since mAP@0.5 is not available on hf.co/metrics
22
+ value: 0.995 # min: 0.0 - max: 1.0
23
+ name: mAP@0.5(box)
24
+ inference: false
25
+ ---
26
+ # YOLOv5 for Aksara Jawa
27
+
28
+ <div align="center">
29
+ <img width="640" alt="ariffaizin19/aksarajawa" src="https://huggingface.co/ariffaizin19/yolov5-sewaka-detc/resolve/main/thumbnail.jpg">
30
+ </div>
31
+
32
+ ## Supported Labels
33
+ ```python
34
+ [
35
+ '1 Ha', '2 Na', '3 Ca', '4 Ra', '5 Ka', '6 Da', '7 Ta', '8 Sa', '9 Wa', '10 La',
36
+ '11 Pa', '12 Dha', '13 Ja', '14 Ya', '15 Nya', '16 Ma', '17 Ga', '18 Ba', '19 Tha', '20 Nga',
37
+ '21 Pasangan Ha', '22 Pasangan Na', '23 Pasangan Ca', '24 Pasangan Ra', '25 Pasangan Ka',
38
+ '26 Pasangan Da', '27 Pasangan Ta', '28 Pasangan Sa', '29 Pasangan Wa', '30 Pasangan La',
39
+ '31 Pasangan Pa', '32 Pasangan Dha', '33 Pasangan Ja', '34 Pasangan Ya', '35 Pasangan Nya',
40
+ '36 Pasangan Ma', '37 Pasangan Ga', '38 Pasangan Ba', '39 Pasangan Tha', '40 Pasangan Nga',
41
+ '41 Wulu', '42 Pepet', '43 Suku', '44 Taling', '45 Taling Tarung',
42
+ '46 Cecak', '47 Layar', '48 Pangkon', '49 Pengkol', '50 Wignyan',
43
+ '51 Cakra', '52 Pa Cerek', '53 Nga Lelet', '54 Pada Lingsa', '55 Pada Madya', '56 Purwa Pada',
44
+ '57 Murda Na', '58 Murda Ka', '59 Murda Ta', '60 Murda Sa', '61 Murda Pa', '63 Murda Ga', '64 Murda Ba',
45
+ '67 Pasangan Murda Ga', '71 Pasangan Murda Ta',
46
+ '73 Rekan Kha', '76 Rekan Za',
47
+ '81 Pasangan Murda Za',
48
+ '83 Swara A', '84 Swara E', '85 Swara U', '86 Swara I',
49
+ '95 Mahaprana Sha', '97 Cakra Keret'
50
+ ]
51
+ ```
52
+
53
+ ## How to use
54
+ - Install library
55
+
56
+ `pip install yolov5==7.0.5 torch`
57
+
58
+ ## Load model and perform prediction
59
+ ```python
60
+ import yolov5
61
+ from PIL import Image
62
+ model = yolov5.load(models_id)
63
+ model.overrides['conf'] = 0.25 # NMS confidence threshold
64
+ model.overrides['iou'] = 0.45 # NMS IoU threshold
65
+ model.overrides['max_det'] = 1000 # maximum number of detections per image
66
+ # set image
67
+ image = 'https://huggingface.co/spaces/ariffaizin19/yolov5-sewaka-detc/raw/main/test_images/example1.jpg'
68
+ # perform inference
69
+ results = model.predict(image)
70
+ # observe results
71
+ print(results[0].boxes)
72
+ render = render_result(model=model, image=image, result=results[0])
73
+ render.show()
74
+ ```