Fashion Images Perspectives

--- license: apache-2.0 base_model: google/vit-base-patch16-224-in21k tags: - image-classification - vision - generated_from_trainer datasets: - imagefolder metrics: - accuracy model-index: - name: fashion-images-perspectives results: - task: name: Image Classification type: image-classification dataset: name: touchtech/fashion-images-perspectives type: imagefolder config: default split: train args: default metrics: - name: Accuracy type: accuracy value: 0.9268747088961341 --- <!-- 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. --> # fashion-images-perspectives This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the touchtech/fashion-images-perspectives dataset. It achieves the following results on the evaluation set: - Loss: 0.2280 - Accuracy: 0.9269 ## 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: 2e-05 - train_batch_size: 8 - eval_batch_size: 8 - seed: 1337 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 5.0 ### Training results | Training Loss | Epoch | Step | Validation Loss | Accuracy | |:-------------:|:-----:|:-----:|:---------------:|:--------:| | 0.5677 | 1.0 | 3042 | 0.3996 | 0.8838 | | 0.4259 | 2.0 | 6084 | 0.3984 | 0.8747 | | 0.3448 | 3.0 | 9126 | 0.2591 | 0.9190 | | 0.3094 | 4.0 | 12168 | 0.2280 | 0.9269 | | 0.2449 | 5.0 | 15210 | 0.2583 | 0.9229 | ### Framework versions - Transformers 4.33.0.dev0 - Pytorch 2.0.1+cu118 - Datasets 2.14.4 - Tokenizers 0.13.3

Source context: 7 downloads · 1 likes · Pipeline image-classification · Library transformers · Repo touchtech/fashion-images-perspectives

Source context: 13 downloads · 1 likes · Pipeline image-classification · Library transformers · Repo touchtech/fashion-images-perspectives