Datasets:
| { | |
| "description": "The AI Battery Optimizer Dataset is a synthetic smartphone battery usage dataset created for research in energy optimization and ML-based app usage prediction.", | |
| "citation": "@dataset{teamneuralbattery2025,\n author = {Aishwarya Singh and Lavanya Arora and Shreya Kathuria and Navya Jain},\n title = {AI Battery Optimizer Dataset},\n year = {2025},\n publisher = {Hugging Face},\n license = {CC-BY-4.0}\n}", | |
| "homepage": "https://huggingface.co/datasets/teamneuralbattery/AI-Battery-Optimizer", | |
| "license": "CC-BY-4.0", | |
| "features": { | |
| "timestamp": { | |
| "dtype": "string", | |
| "description": "UTC timestamp of the log entry" | |
| }, | |
| "battery_percentage": { | |
| "dtype": "int32", | |
| "description": "Battery percentage remaining" | |
| }, | |
| "power_usage_mw": { | |
| "dtype": "int32", | |
| "description": "Power usage in milliwatts" | |
| }, | |
| "time_remaining_min": { | |
| "dtype": "int32", | |
| "description": "Estimated time remaining in minutes" | |
| }, | |
| "predicted_app": { | |
| "dtype": "string", | |
| "description": "Predicted app to be opened next" | |
| }, | |
| "confidence": { | |
| "dtype": "float32", | |
| "description": "Confidence score of the prediction (0\u20131)" | |
| }, | |
| "brightness": { | |
| "dtype": "int32", | |
| "description": "Screen brightness percentage" | |
| }, | |
| "fps": { | |
| "dtype": "int32", | |
| "description": "Frame rate setting (30 or 60 FPS)" | |
| } | |
| }, | |
| "splits": { | |
| "train": { | |
| "num_examples": 40, | |
| "name": "train" | |
| }, | |
| "test": { | |
| "num_examples": 10, | |
| "name": "test" | |
| } | |
| }, | |
| "size_categories": [ | |
| "n<1K" | |
| ] | |
| } |