cdetr-cd45rb-s

polejowska/cdetr-cd45rb-s

cdetr-cd45rb-s is a object detection model from polejowska. 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. --

Downloads · 30 days

1% of all-time downloads

All-time downloads

660

Public

Repo size

1.9 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin174 MB · 100%

At a glance

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: conditional_detr
Access: Public
Created: May 7, 2023
Updated: May 7, 2023
SHA: cd38be79

Model card

From the Hugging Face model README

cdetr-cd45rb-s

This model is a fine-tuned version of microsoft/conditional-detr-resnet-50 on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.0136

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: 0.0001
train_batch_size: 4
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
2.6006	1.0	242	2.2146
2.2409	2.0	484	2.1106
2.2027	3.0	726	2.1456
2.183	4.0	968	2.0863
2.0628	5.0	1210	2.0294
2.1588	6.0	1452	2.0859
2.1731	7.0	1694	2.0731
2.1041	8.0	1936	2.1052
2.0383	9.0	2178	2.0378
1.967	10.0	2420	2.0136

Framework versions

Transformers 4.28.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Object Detection
Library: transformers
Type: conditional_detr
License: apache-2.0
Created: May 7, 2023
Updated: May 7, 2023