GitHub - Harmanveer2546/Bird-Species-Prediction-Using-Deep-Learning: Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

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Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
3d-graph.PNG		3d-graph.PNG
Accuracy_graph.png		Accuracy_graph.png
BIRD.ipynb		BIRD.ipynb
BIRD.part1.rar		BIRD.part1.rar
BIRD.part2.rar		BIRD.part2.rar
BIRD_GUI_Final.ipynb		BIRD_GUI_Final.ipynb
Dash_API_BIRD.ipynb		Dash_API_BIRD.ipynb
Distribution_of_Bird_Species_graph.png		Distribution_of_Bird_Species_graph.png
GUI_Working1.jpg		GUI_Working1.jpg
GUI_Working2.jpg		GUI_Working2.jpg
Imagesize_graph.png		Imagesize_graph.png
List_of_all_species.txt		List_of_all_species.txt
Loss_graph.png		Loss_graph.png
Predicting_10_birds.png		Predicting_10_birds.png
Predicting_Single_bird.png		Predicting_Single_bird.png
Prediction1.png		Prediction1.png
Prediction2.png		Prediction2.png
Printing_all_species.png		Printing_all_species.png
Randomly_graphging_12images.png		Randomly_graphging_12images.png
Randomly_graphging_9images.png		Randomly_graphging_9images.png
accuracy.PNG		accuracy.PNG
bird.h5		bird.h5
bird2.h5		bird2.h5
bird3.h5		bird3.h5
bird4.h5		bird4.h5
bird5.h5		bird5.h5
bird6.h5		bird6.h5
bird7.h5		bird7.h5
bird8.h5		bird8.h5
bird9.h5		bird9.h5
birds.csv		birds.csv
prediction_outsidedataset.PNG		prediction_outsidedataset.PNG
prediction_outsidedataset2.PNG		prediction_outsidedataset2.PNG
viewing_image.png		viewing_image.png

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Using convolutional neural networks to build and train a bird species classifier on bird pics data with corresponding species labels, also build GUI for the same.

www.kaggle.com/datasets/gpiosenka/100-bird-species

callback deep-learning eda gui image-classification imagegenerator keras maxpooling mobilenetv2 opencv pillow plotly python tensorflow

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