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restnet
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This project is dependent to make classification between faces of cats, dogs and wild_animals and use multiple model such as CNN and pretrained model like ResNet and MobileNet and show the result of all model in the image using heatmap to know what is the part that model take decision when see it.
python
opencv
numpy
heatmap
cnn
pandas
classification
matplotlib
pretrained-models
mobilenet
restnet
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Updated
Sep 27, 2023 - Jupyter Notebook
Python-based solution for automatic image caption generation using a ResNet-50 CNN and RNN, featuring comprehensive data preprocessing, model training, and evaluation with BLEU score and Cosine Similarity metrics.
python
nlp
machine-learning
deep-learning
pytorch
image-captioning
restnet
image-caption-generator
restnet50
-
Updated
Sep 30, 2023 - Jupyter Notebook
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