Downloads · 30 days
8
2% of all-time downloads
20240704
schoonhovenra/20240704
20240704 is a object detection model from schoonhovenra. Use it when you need objects located in an image. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
509
Public
Parameters
41.6M
167 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors167 MB · 100%
At a glance
- Task
- Object Detection
- Library
- transformers
- License
- apache-2.0
- Model type
- detr
- Access
- Public
- Created
- Jul 5, 2024
- Updated
- Jul 5, 2024
- SHA
- 8eda1fcb
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
20240704
This model is a fine-tuned version of facebook/detr-resnet-50 on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.2392
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: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4262 | 32.0 | 800 | 0.3110 |
| 0.3444 | 64.0 | 1600 | 0.2795 |
| 0.3122 | 96.0 | 2400 | 0.2704 |
| 0.2893 | 128.0 | 3200 | 0.2639 |
| 0.2823 | 160.0 | 4000 | 0.2518 |
| 0.2679 | 192.0 | 4800 | 0.2502 |
| 0.2491 | 224.0 | 5600 | 0.2444 |
| 0.2354 | 256.0 | 6400 | 0.2495 |
| 0.2284 | 288.0 | 7200 | 0.2406 |
| 0.2318 | 320.0 | 8000 | 0.2453 |
| 0.217 | 352.0 | 8800 | 0.2432 |
| 0.2124 | 384.0 | 9600 | 0.2469 |
| 0.2097 | 416.0 | 10400 | 0.2516 |
| 0.1998 | 448.0 | 11200 | 0.2428 |
| 0.1944 | 480.0 | 12000 | 0.2445 |
| 0.1909 | 512.0 | 12800 | 0.2468 |
| 0.1952 | 544.0 | 13600 | 0.2401 |
| 0.1903 | 576.0 | 14400 | 0.2408 |
| 0.1867 | 608.0 | 15200 | 0.2478 |
| 0.1845 | 640.0 | 16000 | 0.2443 |
| 0.179 | 672.0 | 16800 | 0.2432 |
| 0.1744 | 704.0 | 17600 | 0.2410 |
| 0.1747 | 736.0 | 18400 | 0.2432 |
| 0.1674 | 768.0 | 19200 | 0.2386 |
| 0.166 | 800.0 | 20000 | 0.2384 |
| 0.1686 | 832.0 | 20800 | 0.2399 |
| 0.1647 | 864.0 | 21600 | 0.2391 |
| 0.1599 | 896.0 | 22400 | 0.2398 |
| 0.1633 | 928.0 | 23200 | 0.2401 |
| 0.1654 | 960.0 | 24000 | 0.2397 |
| 0.1632 | 992.0 | 24800 | 0.2392 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.3.0
- Datasets 2.12.0
- Tokenizers 0.15.1
- Task
- Object Detection
- Library
- transformers
- Type
- detr
- License
- apache-2.0
- Created
- Jul 5, 2024
- Updated
- Jul 5, 2024