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vivit-b-16x2-kinetics400-UCF-Crime-finetuned-AbnormalVideosOnly – AI Model by Prabesh06 | AlphaNeural AI
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Prabesh06
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vivit-b-16x2-kinetics400-UCF-Crime-finetuned-AbnormalVideosOnly
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transformers
tensorboard
safetensors
vivit
video-classification
generated_from_trainer
prathameshdalal/vivit-b-16x2-kinetics400-UCF-Crime
finetune
mit
endpoints_compatible
us
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vivit-b-16x2-kinetics400-UCF-Crime-finetuned-AbnormalVideosOnly
This model is a fine-tuned version of
prathameshdalal/vivit-b-16x2-kinetics400-UCF-Crime
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 2.6304
Accuracy: 0.0962
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 202
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
2.5324
0.5050
102
2.6516
0.0739
2.4308
1.4950
202
2.6304
0.0962
Framework versions
Transformers 4.47.1
Pytorch 2.1.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0
