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import React from 'react';
import {
Grid,
Card,
CardContent,
CardActions,
Typography,
Button,
Chip,
Box
} from '@material-ui/core';
import VisibilityIcon from '@material-ui/icons/Visibility';
import CategoryIcon from '@material-ui/icons/Category';
import PlayArrowIcon from '@material-ui/icons/PlayArrow';
import { makeStyles } from '@material-ui/core/styles';
const useStyles = makeStyles((theme) => ({
card: {
height: '100%',
display: 'flex',
flexDirection: 'column',
},
selectedCard: {
border: '2px solid #3f51b5',
},
unavailableCard: {
opacity: 0.6,
},
cardContent: {
flexGrow: 1,
},
chipContainer: {
marginBottom: theme.spacing(1.5),
},
successChip: {
backgroundColor: '#34C759',
color: '#fff',
},
errorChip: {
backgroundColor: '#FF3B3F',
color: '#fff',
},
modelType: {
marginTop: theme.spacing(1),
},
processButton: {
marginTop: theme.spacing(3),
textAlign: 'center',
}
}));
const ModelSelector = ({
onModelSelect,
onProcess,
isProcessing,
modelsStatus,
selectedModel,
imageSelected
}) => {
const classes = useStyles();
const models = [
{
id: 'yolo',
name: 'YOLOv8',
description: 'Fast and accurate object detection',
icon: <VisibilityIcon />,
available: modelsStatus.yolo
},
{
id: 'detr',
name: 'DETR',
description: 'DEtection TRansformer for object detection',
icon: <VisibilityIcon />,
available: modelsStatus.detr
},
{
id: 'vit',
name: 'ViT',
description: 'Vision Transformer for image classification',
icon: <CategoryIcon />,
available: modelsStatus.vit
}
];
const handleModelClick = (modelId) => {
if (models.find(m => m.id === modelId).available) {
onModelSelect(modelId);
}
};
return (
<Box sx={{ p: 2, height: '100%' }}>
<Typography variant="h6" gutterBottom>
Select Model
</Typography>
<Grid container spacing={2}>
{models.map((model) => (
<Grid item xs={12} sm={4} key={model.id}>
<Card
className={`
${classes.card}
${selectedModel === model.id ? classes.selectedCard : ''}
${!model.available ? classes.unavailableCard : ''}
`}
onClick={() => handleModelClick(model.id)}
>
<CardContent className={classes.cardContent}>
<Box sx={{ mb: 2, color: 'primary' }}>
{model.icon}
</Box>
<Typography variant="h5" component="div" gutterBottom>
{model.name}
</Typography>
<div className={classes.chipContainer}>
{model.available ? (
<Chip
label="Available"
className={classes.successChip}
size="small"
/>
) : (
<Chip
label="Not Available"
className={classes.errorChip}
size="small"
/>
)}
</div>
<Typography variant="body2" color="textSecondary">
{model.description}
</Typography>
</CardContent>
<CardActions>
<Button
size="small"
onClick={() => handleModelClick(model.id)}
disabled={!model.available}
color={selectedModel === model.id ? "primary" : "default"}
variant={selectedModel === model.id ? "contained" : "outlined"}
fullWidth
>
{selectedModel === model.id ? 'Selected' : 'Select'}
</Button>
</CardActions>
</Card>
</Grid>
))}
</Grid>
<div className={classes.processButton}>
<Button
variant="contained"
color="primary"
size="large"
startIcon={<PlayArrowIcon />}
onClick={onProcess}
disabled={!selectedModel || !imageSelected || isProcessing}
>
{isProcessing ? 'Processing...' : 'Process Image'}
</Button>
</div>
</Box>
);
};
export default ModelSelector;
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