最近在训练CNN模型时需要可视化训练过程的正确率，使用Echarts库来进行可视化，如下图所示：
代码下载地址为：
https://github.com/yooongchun/Inception_based_CNN_model
详细的项目过程可参考这篇文章：
https://blog.csdn.net/zyc121561/article/details/82222417
该库是百度开源的可视化库，使用Javascript来渲染，代码如下：
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option = null;
var opa = 0.3;
option = {
// color: ['#8dc1a9', '#e69d87', '#dd6b66', '#759aa0', '#ea7e53', '#eedd78', '#73a373', '#73b9bc', '#7289ab', '#91ca8c', '#f49f42'],
color: ['#c23531', '#2f4554', '#61a0a8', '#d48265', '#91c7ae', '#749f83', '#ca8622', '#bda29a', '#6e7074', '#FF9900', '#c4ccd3'],
// color: ['#37A2DA', '#32C5E9', '#67E0E3', '#9FE6B8', '#FFDB5C', '#ff9f7f', '#fb7293', '#E062AE', '#E690D1', '#e7bcf3', '#9d96f5', '#8378EA', '#96BFFF'],
textStyle: {
fontSize: '120%',
},
title: {
text: 'Validation Accuracy',
left: 'center',
top: '1%',
},
tooltip: {
trigger: 'axis'
},
visualMap: {
show: true,
type: 'continuous',
seriesIndex: 0,
min: 0.2,
max: 1.0,
},
legend: {
top: '10%',
data: ['1st', '2nd', '3th', '4th', '5th', '6th', '7th', '8th', '9th', '10th']
},
toolbox: {
show: true,
feature: {
dataZoom: {
yAxisIndex: 'none'
},
dataView: { readOnly: false },
restore: {},
saveAsImage: {}
}
},
xAxis: {
type: 'category',
boundaryGap: false,
data: x_data,
splitLine: { show: false, },
name: 'Training Step(s)',
nameLocation: 'end',
nameGap: 20,
},
yAxis: {
type: 'value',
splitLine: { show: true, },
name: 'Accuracy',
nameLocation: 'end',
nameGap: 20,
min: 0.23,
max: 1.0,
},
grid: {
top: '15%',
},
//'circle', 'rect', 'roundRect', 'triangle', 'diamond', 'pin', 'arrow', 'none'
series: [
{
name: '1st',
type: 'line',
smooth: true,
data: data[0],
symbol: 'circle',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '2nd',
type: 'line',
smooth: true,
data: data[1],
symbol: 'rect',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '3th',
type: 'line',
smooth: true,
data: data[2],
symbol: 'roundRect',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '4th',
type: 'line',
smooth: true,
data: data[3],
symbol: 'triangle',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '5th',
type: 'line',
smooth: true,
data: data[4],
symbol: 'diamond',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '6th',
type: 'line',
smooth: true,
data: data[5],
symbol: 'pin',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '7th',
type: 'line',
smooth: true,
data: data[6],
symbol: 'arrow',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '8th',
type: 'line',
data: data[7],
smooth: true,
symbol: 'circle',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '9th',
type: 'line',
data: data[8],
smooth: true,
symbol: 'rect',
lineStyle: {
2,
opacity: opa,
},
},
{
name: '10th',
type: 'line',
data: data[9],
smooth: true,
symbol: 'rect',
symbolSize: 6,
lineStyle: {
color: '#FF9900',
4,
opacity: 10,
},
}
]
};
;
if (option && typeof option === "object") {
myChart.setOption(option, true);
}
</script>
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