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clip-test

Zero-Shot Image Classification
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clip
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metadata
tags:
  - generated_from_trainer
datasets:
  - arampacha/rsicd
model-index:
  - name: clip-test
    results: []

clip-test

This model is a fine-tuned version of openai/clip-vit-base-patch32 on the arampacha/rsicd dataset. It achieves the following results on the evaluation set:

  • Loss: 4.2656

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: 5e-05
  • train_batch_size: 64
  • eval_batch_size: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_ratio: 0.1
  • num_epochs: 3.0

Training results

Framework versions

  • Transformers 4.18.0
  • Pytorch 1.10.0+cu111
  • Datasets 2.0.0
  • Tokenizers 0.11.6