metadata
library_name: transformers
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- image-regression
- human-movement
- vision
- generated_from_trainer
model-index:
- name: target_hold_hands
results: []
target_hold_hands
This model is a fine-tuned version of facebook/detr-resnet-50 on the c14kevincardenas/beta_caller_284_target_hold_hands dataset. It achieves the following results on the evaluation set:
- Loss: 0.6006
- Iou: 0.0000
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: 64
- eval_batch_size: 64
- seed: 2014
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 250
- num_epochs: 20.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Iou |
|---|---|---|---|---|
| 0.957 | 1.0 | 52 | 0.8557 | 0.0 |
| 0.7261 | 2.0 | 104 | 0.6803 | 0.0000 |
| 0.6689 | 3.0 | 156 | 0.6545 | 0.0000 |
| 0.7126 | 4.0 | 208 | 0.7020 | 0.0000 |
| 0.6688 | 5.0 | 260 | 0.6712 | 0.0000 |
| 0.7126 | 6.0 | 312 | 0.6633 | 0.0000 |
| 0.6633 | 7.0 | 364 | 0.6083 | 0.0000 |
| 0.6113 | 8.0 | 416 | 0.6061 | 0.0000 |
| 0.6101 | 9.0 | 468 | 0.6027 | 0.0000 |
| 0.6028 | 10.0 | 520 | 0.6007 | 0.0 |
| 0.5983 | 11.0 | 572 | 0.6019 | 0.0000 |
| 0.6014 | 12.0 | 624 | 0.6006 | 0.0000 |
| 0.5968 | 13.0 | 676 | 0.6014 | 0.0000 |
| 0.5932 | 14.0 | 728 | 0.6021 | 0.0000 |
| 0.592 | 15.0 | 780 | 0.6047 | 0.0 |
| 0.5935 | 16.0 | 832 | 0.6020 | 0.0000 |
| 0.5873 | 17.0 | 884 | 0.6026 | 0.0000 |
| 0.5853 | 18.0 | 936 | 0.6115 | 0.0000 |
| 0.5835 | 19.0 | 988 | 0.6087 | 0.0000 |
| 0.5868 | 20.0 | 1040 | 0.6076 | 0.0000 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1