metadata
license: apache-2.0
base_model: facebook/detr-resnet-50
tags:
- object-detection
- vision
- generated_from_trainer
model-index:
- name: detr-resnet-50-base-coco
results: []
detr-resnet-50-base-coco
This model is a fine-tuned version of facebook/detr-resnet-50 on the detection-datasets/coco dataset. It achieves the following results on the evaluation set:
- Loss: 6388.0259
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: 1337
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 4 | 6397.6270 |
| No log | 2.0 | 8 | 6396.9526 |
| 6175.4402 | 3.0 | 12 | 6396.9136 |
| 6175.4402 | 4.0 | 16 | 6396.2993 |
| 6291.4262 | 5.0 | 20 | 6395.5557 |
| 6291.4262 | 6.0 | 24 | 6394.5957 |
| 6291.4262 | 7.0 | 28 | 6393.7290 |
| 6228.9867 | 8.0 | 32 | 6393.1914 |
| 6228.9867 | 9.0 | 36 | 6392.2837 |
| 6087.3184 | 10.0 | 40 | 6391.6709 |
| 6087.3184 | 11.0 | 44 | 6390.7271 |
| 6087.3184 | 12.0 | 48 | 6389.6670 |
| 6263.3945 | 13.0 | 52 | 6389.4907 |
| 6263.3945 | 14.0 | 56 | 6388.8540 |
| 6378.8203 | 15.0 | 60 | 6388.6978 |
| 6378.8203 | 16.0 | 64 | 6388.6611 |
| 6378.8203 | 17.0 | 68 | 6388.5430 |
| 6319.1008 | 18.0 | 72 | 6388.4219 |
| 6319.1008 | 19.0 | 76 | 6388.5059 |
| 6258.6707 | 20.0 | 80 | 6388.3950 |
| 6258.6707 | 21.0 | 84 | 6388.3042 |
| 6258.6707 | 22.0 | 88 | 6388.2788 |
| 6290.5227 | 23.0 | 92 | 6388.2700 |
| 6290.5227 | 24.0 | 96 | 6388.3994 |
| 6450.2746 | 25.0 | 100 | 6388.4180 |
| 6450.2746 | 26.0 | 104 | 6388.2329 |
| 6450.2746 | 27.0 | 108 | 6388.3062 |
| 6321.6988 | 28.0 | 112 | 6388.2568 |
| 6321.6988 | 29.0 | 116 | 6388.1333 |
| 6468.3922 | 30.0 | 120 | 6388.1660 |
| 6468.3922 | 31.0 | 124 | 6388.1528 |
| 6468.3922 | 32.0 | 128 | 6388.1211 |
| 6305.5602 | 33.0 | 132 | 6388.0972 |
| 6305.5602 | 34.0 | 136 | 6388.0776 |
| 6349.5672 | 35.0 | 140 | 6388.0493 |
| 6349.5672 | 36.0 | 144 | 6388.0317 |
| 6349.5672 | 37.0 | 148 | 6388.0259 |
| 6244.9891 | 38.0 | 152 | 6388.0371 |
| 6244.9891 | 39.0 | 156 | 6388.0273 |
| 6383.7191 | 40.0 | 160 | 6388.1465 |
| 6383.7191 | 41.0 | 164 | 6388.2505 |
| 6383.7191 | 42.0 | 168 | 6388.1260 |
| 6260.3203 | 43.0 | 172 | 6388.0518 |
| 6260.3203 | 44.0 | 176 | 6388.0322 |
| 6254.6055 | 45.0 | 180 | 6388.0625 |
| 6254.6055 | 46.0 | 184 | 6388.0688 |
| 6254.6055 | 47.0 | 188 | 6388.0601 |
| 6351.991 | 48.0 | 192 | 6388.0825 |
| 6351.991 | 49.0 | 196 | 6388.0938 |
| 6209.7984 | 50.0 | 200 | 6388.0923 |
Framework versions
- Transformers 4.32.0.dev0
- Pytorch 2.0.0+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3