video_soccer_goal_detection – AI Model by marekk | AlphaNeural AI

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marekk/
video_soccer_goal_detection

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video-classification

marekk/soccer_goal

MCG-NJU/videomae-base

endpoints_compatible

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Video soccer goal detection

This model is a fine-tuned version of MCG-NJU/videomae-base. It achieves the following results on the evaluation set:

Loss: 0.2953
Accuracy: 0.95

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: 5
eval_batch_size: 5
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: 119

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.6605	0.15	18	0.5738	0.7
0.4013	1.15	36	0.7192	0.65
0.6608	2.15	54	0.5641	0.85
0.1641	3.15	72	0.4144	0.85
0.2899	4.15	90	0.9020	0.7
0.2204	5.15	108	0.2915	0.95
0.1141	6.09	119	0.2953	0.95

Framework versions

Transformers 4.34.0
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.14.1