| tags: | |
| - fastai | |
| - image-classification | |
| ## Model description | |
| This repo contains the trained model for Multi-object classification | |
| Full credits go to [Nhu Hoang](https://www.linkedin.com/in/nhu-hoang/) | |
| Motivation: Classifying multiple objects is a challenging task without using an object detection algorithm. This model was trained on resnet34 backbone and achieved a good accuracy. | |
| ## Training and evaluation data | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| | Hyperparameters | Value | | |
| | :-- | :-- | | |
| | name | Adam | | |
| | learning_rate | 3e-3 | | |
| | training_precision | float16 | | |