dl4cv-nicoss

Nic0ss/dl4cv-nicoss

dl4cv-nicoss is a object detection model from Nic0ss. 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 18, 2025
Updated: Apr 20, 2025
SHA: e2f77272

Base models

facebook/detr-resnet-50

Model card

From the Hugging Face model README

dl4cv-nicoss

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: 1.1521

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: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
1.5719	1.6	200	1.5520
1.4191	3.2	400	1.3642
1.322	4.8	600	1.2540
1.241	6.4	800	1.2295
1.1893	8.0	1000	1.1864
1.1621	9.6	1200	1.1665

Framework versions

Transformers 4.51.3
Pytorch 2.4.1+cu121
Datasets 3.5.0
Tokenizers 0.21.1

Task: Object Detection
Library: transformers
Type: detr
License: apache-2.0
Created: Apr 18, 2025
Updated: Apr 20, 2025