detr

Max-Ploter/detr

detr is a object detection model from Max-Ploter. 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. --

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At a glance

Task: Object Detection
Library: transformers
License: apache-2.0
Model type: detr
Access: Public
Created: Apr 23, 2024
Updated: Apr 23, 2024
SHA: 46e51384

Base models

facebook/detr-resnet-50

Model card

From the Hugging Face model README

detr

This model is a fine-tuned version of facebook/detr-resnet-50 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 5.7762

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: 0.001
train_batch_size: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
2.6869	0.16	100	5.9745
2.3703	0.32	200	6.5070
2.5309	0.48	300	7.8489
2.3781	0.64	400	6.9163
2.2011	0.8	500	5.8360
1.9613	0.96	600	5.7762

Framework versions

Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Task: Object Detection
Library: transformers
Type: detr
License: apache-2.0
Created: Apr 23, 2024
Updated: Apr 23, 2024