datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
BCI-grid-movement-v1
BCI Grid Movement Intent Dataset
UNDER DEVELOPMENT for TESTING purposes
This dataset was generated with the gym located in /gym/ folder of this repo.The dataset contains synchronized movement intent data collected from a grid training environment designed for simulated
BCI research. Dataset for multi-label classification of WASD movement intents from 12 simulated EEG channels in grid environment.
This BCI Intent Data Study (conceptual early design) is for training machine… See the full description on the dataset page: https://huggingface.co/datasets/webxos/BCI-grid-movement-v1.matrix_operations
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░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░… See the full description on the dataset page: https://huggingface.co/datasets/webxos/matrix_operations.ionicocean
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___ / /\ / /\ ___ / /\ / /\ / /\ / /\ / /\ / /\
/__/\ / /::\ / /::| /__/\ / /::\ / /::\ / /::\ / /::\ / /::\ / /::|
\__\:\ / /:/\:\ / /:|:| \__\:\ / /:/\:\ /… See the full description on the dataset page: https://huggingface.co/datasets/webxos/ionicocean.wavebender_dataset
_ _ __ _ _ ____ ____ ____ _ _ ____ ____ ____
( \/\/ ) /__\( \/ )( ___)( _ \( ___)( \( )( _ \( ___)( _ \
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(__/\__)(__)(__)\/ (____)(____/(____)(_)\_)(____/(____)(_)\_)
OVERVIEW
UNDER DEVELOPMENT
This dataset was generated using the WAVEBENDER app by webXOS, located in the /generator/ folder of this repo. Download WAVE BENDER
to create your own similar datasets.… See the full description on the dataset page: https://huggingface.co/datasets/webxos/wavebender_dataset.arachnid_RL
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/\ \ /\ \ /\ \ /\__\ /\ \ /\ \ _____
/::\ \ /::\ \ /::\ \ /:/ / \:\ \ \:\ \ ___ /::\ \
/:/\:\ \ /:/\:\__\ /:/\:\ \ /:/ / \:\ \ \:\ \ /\__\ /:/\:\ \
/:/ /::\ \ /:/ /:/ / /:/ /::\ \ /:/ /… See the full description on the dataset page: https://huggingface.co/datasets/webxos/arachnid_RL.BCI-FPS
Dataset Card for BCI-FPS MOTOR_IMAGERY Dataset
UNDER DEVELOPMENT for TESTING
This dataset was made using the app in the /generator/ folder which is under development testing. Simulated data for Intent testing,
does not use real Neuralink/BCI hardware signals. BCI Intent Data Study and Testing (conceptual early design) for training machine
learning models for neural signal decoding without needing large scale real hardware BCI datasets, addressing data scarcity and
privacy… See the full description on the dataset page: https://huggingface.co/datasets/webxos/BCI-FPS.snipercell_RL
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/ ___| \ | |_ _| ___ \ ___| ___ \ / __ \| ___| | | |
\ `--.| \| | | | | |_/ / |__ | |_/ / | / \/| |__ | | | |
`--. \ . ` | | | | __/| __|| / | | | __|| | | |
/\__/ / |\ |_| |_| | | |___| |\ \ | \__/\| |___| |____| |____
\____/\_| \_/\___/\_| \____/\_| \_| \____/\____/\_____/\_____/
SNIPER CELL -… See the full description on the dataset page: https://huggingface.co/datasets/webxos/snipercell_RL.webXOS_magnet_dataset
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/\ \ /\__\ _____ /| | /\ \ /\__\
_\:\ \ /:/ _/_ /::\ \ |:| | /::\ \ /:/ _/_
/\ \:\ \ /:/ /\__\ /:/\:\ \ |:| | /:/\:\ \ /:/ /\ \
_\:\ \:\ \ /:/ /:/ _/_ /:/ /::\__\ __|:|__| /:/ \:\ \ /:/ /::\ \
/\ \:\ \:\__\ /:/_/:/ /\__\ /:/_/:/\:|__| /::::\__\_____… See the full description on the dataset page: https://huggingface.co/datasets/webxos/webXOS_magnet_dataset.drone_fsd_dataset
Drone FSD Dataset
A Single Sample training run of: 1 epoch, 4 iterations, 198 steps in drone navigation in a 60×60 room with 15 static + 12 floating obstacles.
This dataset was generated with the MIRROR IDE by webXOS. Download the app in the /mirror/ folder to train your own similar datasets.
Final performance (after 2456 frames):
- Best time: 43.821 s
- Success rate: 0.0% (reached SE corner in best run but did not complete full pattern)
- Collisions: 0 in final… See the full description on the dataset page: https://huggingface.co/datasets/webxos/drone_fsd_dataset.webXOS_chess_RL
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| | _ | || (__ | (__/ / \ (_) / | | | || (_____ | | | (___) || (__ | (_____ | (_____ | (____)|| |
|… See the full description on the dataset page: https://huggingface.co/datasets/webxos/webXOS_chess_RL.space_zombies_RL
___________ ___ _____ _____ ______________ _________ _____ _____ _____
/ ___| ___ \/ _ \/ __ \| ___| |___ / _ | \/ || ___ \_ _| ___/ ___|
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/\__/ / | | | | | \__/\| |___ ./ /__\ \_/ / | | || |_/ /_| |_| |___/\__/ /
\____/\_| \_| |_/\____/\____/ \_____/\___/\_| |_/\____/ \___/\____/\____/… See the full description on the dataset page: https://huggingface.co/datasets/webxos/space_zombies_RL.