API Documentation

// Leukemia API Client Class
	class LeukemiaAPI {
		constructor() {
			this.baseUrl = 'https://camlas-leukemia-hybridcn-nas.hf.space';
		}
		
		async predict(imageFile) {
			try {
				const base64 = await this.fileToBase64(imageFile);
				
				const response = await fetch(`${this.baseUrl}/predict`, {
					method: 'POST',
					headers: {
						'Content-Type': 'application/json'
					},
					body: JSON.stringify({
						image_base64: base64
					})
				});
				
				return await response.json();
			} catch (error) {
				return { error: error.message, status_code: 500 };
			}
		}
		
		async uploadPredict(imageFile) {
			try {
				const formData = new FormData();
				formData.append('file', imageFile);
				
				const response = await fetch(`${this.baseUrl}/predict/upload`, {
					method: 'POST',
					body: formData
				});
				
				return await response.json();
			} catch (error) {
				return { error: error.message, status_code: 500 };
			}
		}
		
		async checkHealth() {
			try {
				const response = await fetch(`${this.baseUrl}/health`);
				return await response.json();
			} catch (error) {
				return { error: error.message, status_code: 500 };
			}
		}
		
		fileToBase64(file) {
			return new Promise((resolve, reject) => {
				const reader = new FileReader();
				reader.readAsDataURL(file);
				reader.onload = () => {
					const base64 = reader.result.split(',')[1];
					resolve(base64);
				};
				reader.onerror = error => reject(error);
			});
		}
	}
	
	// Usage Example
	const api = new LeukemiaAPI();
	
	// File input handler
	document.getElementById('file-input').addEventListener('change', async (event) => {
		const file = event.target.files[0];
		if (file) {
			console.log('Analyzing image...');
			
			const result = await api.uploadPredict(file);
			
			if (result.status_code === 200) {
				const prediction = result.data.prediction;
				document.getElementById('result').innerHTML = `
					
🩸 Analysis Results
					
Classification: ${prediction.predicted_class}
					
Confidence: ${(prediction.confidence * 100).toFixed(1)}%
					
Level: ${prediction.confidence_level}
					
Description: ${prediction.description}
					
Processed in ${result.processing_time_ms}ms
				`;
			} else {
				document.getElementById('result').innerHTML = `
					
Error: ${result.error}
				`;
			}
		}
	});
	

# Base64 Prediction
	IMAGE_B64=$(base64 -w 0 cell_image.jpg)
	
	curl -X POST https://camlas-leukemia-hybridcn-nas.hf.space/predict \
	  -H "Content-Type: application/json" \
	  -d "{\"image_base64\": \"$IMAGE_B64\"}" \
	  | jq '.'
	
	# File Upload Prediction
	curl -X POST https://camlas-leukemia-hybridcn-nas.hf.space/predict/upload \
	  -F "file=@cell_image.jpg" \
	  | jq '.'
	
	# Health Check
	curl -X GET https://camlas-leukemia-hybridcn-nas.hf.space/health \
	  | jq '.'
	
	# API Information
	curl -X GET https://camlas-leukemia-hybridcn-nas.hf.space/ \
	  | jq '.'
	
	# Example with error handling
	curl -X POST https://camlas-leukemia-hybridcn-nas.hf.space/predict \
	  -H "Content-Type: application/json" \
	  -d "{\"image_base64\": \"$IMAGE_B64\"}" \
	  -w "HTTP Status: %{http_code}\n" \
	  -o response.json \
	  && cat response.json | jq '.'