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image_captioning_cnn_rnn
pasindu/image_captioning_cnn_rnn
image_captioning_cnn_rnn is a machine learning model from pasindu. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This modelcard aims to be a base template for new models. It has been generated using this raw template.
Access
Public
Updated Mar 13, 2024
Repo size
125 MB
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0
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Repo makeup
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.pkl125 MB · 100%
At a glance
- License
- mit
- Access
- Public
- Created
- Mar 11, 2024
- Updated
- Mar 13, 2024
- SHA
- bb2f52aa
Datasets
Model card
From the Hugging Face model README
Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->This modelcard aims to be a base template for new models. It has been generated using this raw template.
Model Details
Model Description
- Developed by: Pasindu Akalpa
- Model type: CNN(ENCODER)-RNN(DECODER)
- Language(s) (NLP): ENGLISH(US)
- License: [MIT]
Evaluation
Metrics
- Bleu_1 = 0.604
- Bleu_2 = 0.415
- Bleu_3 = 0.273
- Bleu_4 = 0.179
- METEOR = 0.188
- ROUGE_L = 0.445
- CIDEr = 0.526
- SPICE = 0.113
Model Architecture and Objective
- Encoder-Decoder Architecture
Compute Infrastructure
Hardware
- GPU = Google Colab V100 GPU
- RAM = 12GB
Software
- python
- pytorch
- jupyter-notebook
Model Card Contact
- License
- mit
- Languages
- en
- Created
- Mar 11, 2024
- Updated
- Mar 13, 2024