---
# System prepended metadata

title: Human Gender Result

---

# Human Gender Result

## Training Dataset

| Female   | Male     | Other    |
| -------- | -------- | -------- |
| 3,509    | 2,814    | 3,697    |

共 **10,020** 張 

**Train Set : Validation Set : Test Set** = 7 : 2 : 1


## Training Result

![](https://i.imgur.com/KJIdHsd.jpg)

針對第一次Training結果，，Train Set精準度已達91%，而Validation Set精準度卻在 66%上下，目前判定已經OverFit

## Test Set Result

| Female   | Male     | Other    |
| -------- | -------- | -------- |
| 350      |  281     |  369     |

```
Result Folder: female
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/female/0ad3d1a7-859b-421e-b40c-7356d5e61391-40220.jpg, score = -0.506806, class = male
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/female/0b18f554-22bf-46f2-ad34-52067f1d26e8-37583.jpg, score = -0.370578, class = male
.
.
.

Accuracy = 59.142857%

Result Folder: male
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/male/0ac68fd0-e1ca-4956-b737-47ea57091859-39412.jpg, score = 1.56506, class = female
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/male/0ad10e6d-ab9a-4121-9b8e-e41b5c8180b8-38450.jpg, score = -1.55068, class = other
.
.
.
Accuracy = 55.871886%

Result Folder: other
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/other/0ac03c44-e8cf-4925-b0a4-765a44005a19-40032.jpg, score = 0.20988, class = male
fileName = /home/skyrec/kerwin/mnt/share/mxnet_training/src/fisheye_test/other/0cec5bf2-08ee-4a4e-9d60-6aebb2e61bbe-38920.jpg, score = -1.69933, class = male
.
.
.
Accuracy = 83.197832%

Average Accuracy = 66.07%

```

目前結果看的出來在Other的分類上面比Female / Male來的準確，而且Test Set的結果也比較接近Validation Set的結果，目前正在分析錯誤資料中