Total runs:
108
Run Growth:
-54
Growth Rate:
-50.00%
Sponsored by
APIMart
keras-io / PointNet
Model's Last Updated: July 05 2024
image-classification
Introduction of PointNet
Model Details of PointNet
Model Description
Keras Implementation of Point cloud classification with PointNet
This repo contains the trained model of Point cloud classification with PointNet .
The full credit goes to: David Griffiths
Intended uses & limitations
- As stated in the paper, PointNet is 3D perception model, applying deep learning to point clouds for object classification and scene semantic segmentation.
- PointNet takes raw point cloud data as input, which is typically collected from either a lidar or radar sensor.
Training and evaluation data
- The dataset used for training is ModelNet10, the smaller 10 class version of the ModelNet40 dataset.
Training procedure
Training hyperparameter
The following hyperparameters were used during training:
- optimizer: 'adam'
- loss: 'sparse_categorical_crossentropy'
- epochs: 20
- batch_size: 32
- learning_rate: 0.001
Model Plot
View Model Plot
Runs of keras-io PointNet on huggingface.co
9
Total runs
0
24-hour runs
2
3-day runs
2
7-day runs
1
30-day runs
More Information About PointNet huggingface.co Model
Url of PointNet
PointNet huggingface.co Url
Provider of PointNet huggingface.co
Other API from keras-io
Updated:July 05 2024
Total runs:
102
Run Growth:
85
Growth Rate:
83.33%
Total runs:
71
Run Growth:
39
Growth Rate:
56.52%
Total runs:
49
Run Growth:
26
Growth Rate:
46.43%
Total runs:
44
Run Growth:
12
Growth Rate:
28.57%
Total runs:
43
Run Growth:
3
Growth Rate:
6.98%
Total runs:
41
Run Growth:
27
Growth Rate:
65.85%
Total runs:
40
Run Growth:
-41
Growth Rate:
-102.50%
Total runs:
38
Run Growth:
21
Growth Rate:
55.26%
Total runs:
37
Run Growth:
11
Growth Rate:
29.73%
Total runs:
36
Run Growth:
-23
Growth Rate:
-63.89%
Total runs:
36
Run Growth:
20
Growth Rate:
55.56%
Total runs:
33
Run Growth:
16
Growth Rate:
48.48%
Total runs:
32
Run Growth:
-13
Growth Rate:
-40.63%
Total runs:
32
Run Growth:
-10
Growth Rate:
-30.30%
Total runs:
32
Run Growth:
-27
Growth Rate:
-64.29%
Total runs:
30
Run Growth:
-13
Growth Rate:
-43.33%
Total runs:
28
Run Growth:
0
Growth Rate:
0.00%
Total runs:
28
Run Growth:
5
Growth Rate:
17.86%
Total runs:
27
Run Growth:
-16
Growth Rate:
-57.14%
Total runs:
26
Run Growth:
-7
Growth Rate:
-26.92%
Total runs:
24
Run Growth:
-10
Growth Rate:
-41.67%
Total runs:
24
Run Growth:
-40
Growth Rate:
-166.67%
Total runs:
24
Run Growth:
0
Growth Rate:
0.00%
Total runs:
22
Run Growth:
-17
Growth Rate:
-77.27%
Total runs:
21
Run Growth:
-7
Growth Rate:
-35.00%
Total runs:
20
Run Growth:
-3
Growth Rate:
-15.00%
Total runs:
19
Run Growth:
4
Growth Rate:
21.05%
Total runs:
18
Run Growth:
14
Growth Rate:
87.50%
Total runs:
17
Run Growth:
-1
Growth Rate:
-5.88%
Total runs:
17
Run Growth:
-4
Growth Rate:
-33.33%
Total runs:
16
Run Growth:
-10
Growth Rate:
-62.50%
Total runs:
16
Run Growth:
5
Growth Rate:
31.25%
Total runs:
15
Run Growth:
-11
Growth Rate:
-73.33%
Total runs:
15
Run Growth:
-9
Growth Rate:
-60.00%
Total runs:
15
Run Growth:
8
Growth Rate:
53.33%
Total runs:
13
Run Growth:
-12
Growth Rate:
-120.00%
Total runs:
13
Run Growth:
-17
Growth Rate:
-154.55%
Total runs:
13
Run Growth:
1
Growth Rate:
7.69%
Total runs:
12
Run Growth:
6
Growth Rate:
50.00%
Total runs:
11
Run Growth:
-6
Growth Rate:
-66.67%
Total runs:
10
Run Growth:
-7
Growth Rate:
-70.00%
Total runs:
10
Run Growth:
-7
Growth Rate:
-70.00%
Total runs:
9
Run Growth:
4
Growth Rate:
44.44%
Total runs:
9
Run Growth:
-16
Growth Rate:
-177.78%
Total runs:
9
Run Growth:
-4
Growth Rate:
-50.00%
Total runs:
9
Run Growth:
-17
Growth Rate:
-188.89%
Total runs:
9
Run Growth:
-3
Growth Rate:
-33.33%
Total runs:
8
Run Growth:
-21
Growth Rate:
-300.00%
Total runs:
7
Run Growth:
3
Growth Rate:
42.86%
Total runs:
6
Run Growth:
-7
Growth Rate:
-140.00%
Total runs:
5
Run Growth:
-5
Growth Rate:
-100.00%
Total runs:
4
Run Growth:
3
Growth Rate:
75.00%
Total runs:
4
Run Growth:
-1
Growth Rate:
-25.00%
Total runs:
3
Run Growth:
-16
Growth Rate:
-533.33%
Total runs:
3
Run Growth:
1
Growth Rate:
33.33%
Total runs:
0
Run Growth:
0
Growth Rate:
0.00%