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timesformer-base-finetuned-k400-finetuned-kinetic-subset-three-local-temporal-with-spatial – AI Model by JackWong0911 | AlphaNeural AI
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JackWong0911
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timesformer-base-finetuned-k400-finetuned-kinetic-subset-three-local-temporal-with-spatial
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transformers
tensorboard
safetensors
timesformer
video-classification
generated_from_trainer
facebook/timesformer-base-finetuned-k400
finetune
cc-by-nc-4.0
endpoints_compatible
us
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timesformer-base-finetuned-k400-finetuned-kinetic-subset-three-local-temporal-with-spatial
This model is a fine-tuned version of
facebook/timesformer-base-finetuned-k400
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.3731
Accuracy: 0.9118
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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
training_steps: 300
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.0003
0.17
50
0.4553
0.8472
0.0004
1.17
100
0.3349
0.9028
0.0004
2.17
150
0.1279
0.9583
0.0995
3.17
200
0.1181
0.9306
0.0001
4.17
250
0.1797
0.9167
0.0003
5.17
300
0.1393
0.9444
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
