GitHub - jarif87/tensorflow-keras-tutorials: A curated set of deep learning projects using TensorFlow/Keras, covering vision, NLP, audio, GANs and transfer learning, with practical examples and tutorials.

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A curated set of deep learning projects using TensorFlow/Keras, covering vision, NLP, audio, GANs and transfer learning, with practical examples and tutorials.

python deep-neural-networks deep-learning tensorflow jupyter-notebook

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Name		Name	Last commit message	Last commit date
Latest commit History 81 Commits
3D		3D
Image_Classification		Image_Classification
Object Detection		Object Detection
Text classification		Text classification
Vision models interpretability		Vision models interpretability
3d-image-classification-from-ct-scans.ipynb		3d-image-classification-from-ct-scans.ipynb
Create Simple Neural Network From Scratch.ipynb		Create Simple Neural Network From Scratch.ipynb
DeepFace_Age,_Gender,_Emotion,_Ethnicity.ipynb		DeepFace_Age,_Gender,_Emotion,_Ethnicity.ipynb
Face_Recognition_Keras_One_Shot_Learning_and_Friends.ipynb		Face_Recognition_Keras_One_Shot_Learning_and_Friends.ipynb
Getting_the_Rank_N_Accuracy_in_Keras.ipynb		Getting_the_Rank_N_Accuracy_in_Keras.ipynb
Image_Augmentation.ipynb		Image_Augmentation.ipynb
Image_Segmentation_Keras_UNET_SegNet.ipynb		Image_Segmentation_Keras_UNET_SegNet.ipynb
Implementing_SimpleRNN.ipynb		Implementing_SimpleRNN.ipynb
Implementing_Transfer_Learning_with_Keras_Models.ipynb		Implementing_Transfer_Learning_with_Keras_Models.ipynb
Keras_DCGAN_with_MNIST.ipynb		Keras_DCGAN_with_MNIST.ipynb
artistic-magic-gan-generated-masterpieces.ipynb		artistic-magic-gan-generated-masterpieces.ipynb
autoencoders-in-keras.ipynb		autoencoders-in-keras.ipynb
card-classification-with-keras-transfer-learning.ipynb		card-classification-with-keras-transfer-learning.ipynb
cartoon-duo-classifier-identifying-tom-jerry.ipynb		cartoon-duo-classifier-identifying-tom-jerry.ipynb
cloth-image-classification-using-neural-network (1).ipynb		cloth-image-classification-using-neural-network (1).ipynb
consulting-lexicographer-holmes-word-predictor.ipynb		consulting-lexicographer-holmes-word-predictor.ipynb
crafting-yellow-faces-with-deep-convolutional-gans.ipynb		crafting-yellow-faces-with-deep-convolutional-gans.ipynb
create-a-convolutional-neural-network-cifar10.ipynb		create-a-convolutional-neural-network-cifar10.ipynb
create_tensorflow_model.ipynb		create_tensorflow_model.ipynb
creating-a-deep-fake.ipynb		creating-a-deep-fake.ipynb
deep-image-similarity-with-siamese-networks.ipynb		deep-image-similarity-with-siamese-networks.ipynb
deep-learning-for-audio-categorization.ipynb		deep-learning-for-audio-categorization.ipynb
enhanced-spam-detection-using-albert.ipynb		enhanced-spam-detection-using-albert.ipynb
facial-recognition-with-vggface-in-keras.ipynb		facial-recognition-with-vggface-in-keras.ipynb
fashion-image-classification-with-neural-networks.ipynb		fashion-image-classification-with-neural-networks.ipynb
generating-realistic-dog-faces-using-gan.ipynb		generating-realistic-dog-faces-using-gan.ipynb
generative-adversarial-networks (1).ipynb		generative-adversarial-networks (1).ipynb
googlenet-plant-disease-detect-classify.ipynb		googlenet-plant-disease-detect-classify.ipynb
grad-cam-visualize-what-influences-your-model.ipynb		grad-cam-visualize-what-influences-your-model.ipynb
gru-based-fake-news-classifier.ipynb		gru-based-fake-news-classifier.ipynb
handwritten-digit-recognition-with-cnn.ipynb		handwritten-digit-recognition-with-cnn.ipynb
historical-landmarks-classification-using-alexnet.ipynb		historical-landmarks-classification-using-alexnet.ipynb
image-augmentation.ipynb		image-augmentation.ipynb
image-captioning-with-keras.ipynb		image-captioning-with-keras.ipynb
image-classification-from-scratch.ipynb		image-classification-from-scratch.ipynb
image-classification-using-bigtransfer-bit.ipynb		image-classification-using-bigtransfer-bit.ipynb
image-classification-using-cnn (1).ipynb		image-classification-using-cnn (1).ipynb
introduction-to-google-deepdream-visualizations.ipynb		introduction-to-google-deepdream-visualizations.ipynb
keras-filter-visualization-and-activations.ipynb		keras-filter-visualization-and-activations.ipynb
keypoint-detection-with-transfer-learning.ipynb		keypoint-detection-with-transfer-learning.ipynb
low-light-image-enhancement-using-mirnet.ipynb		low-light-image-enhancement-using-mirnet.ipynb
lstm-autoregressive-modeling.ipynb		lstm-autoregressive-modeling.ipynb
monocular-depth-estimation.ipynb		monocular-depth-estimation.ipynb
multilingual-toxic-coment-classification-using-rnn.ipynb		multilingual-toxic-coment-classification-using-rnn.ipynb
neural-style-transfer-in-keras.ipynb		neural-style-transfer-in-keras.ipynb
ocr-model-for-reading-captchas.ipynb		ocr-model-for-reading-captchas.ipynb
paws-and-whiskers-lenet-cat-dog-classifier.ipynb		paws-and-whiskers-lenet-cat-dog-classifier.ipynb
plant-disease-classification-using-googlenet.ipynb		plant-disease-classification-using-googlenet.ipynb
plant-disease-classification-using-mobilenetv2.ipynb		plant-disease-classification-using-mobilenetv2.ipynb
pneumonet-tpu-powered-pneumonia-detection.ipynb		pneumonet-tpu-powered-pneumonia-detection.ipynb
point-cloud-classification-pointnet.ipynb		point-cloud-classification-pointnet.ipynb
point-cloud-segmentation-with-pointnet.ipynb		point-cloud-segmentation-with-pointnet.ipynb
potato-leaf-disease-classification.ipynb		potato-leaf-disease-classification.ipynb
road-sign-identification.ipynb		road-sign-identification.ipynb
simple-rnn.ipynb		simple-rnn.ipynb
spam-detection-using-albert.ipynb		spam-detection-using-albert.ipynb
street-view-housing-number-digits-recognition.ipynb		street-view-housing-number-digits-recognition.ipynb
streetview-house-number-digit-detector.ipynb		streetview-house-number-digit-detector.ipynb
tensorflow-enhanced-digit-detection-system.ipynb		tensorflow-enhanced-digit-detection-system.ipynb
text-classification-with-switch-transformer.ipynb		text-classification-with-switch-transformer.ipynb
time-image-classification-using-vision-transformer.ipynb		time-image-classification-using-vision-transformer.ipynb
vgg-16-convolutional-network-architecture.ipynb		vgg-16-convolutional-network-architecture.ipynb
vgg-16-visual-geometry-group-implementation.ipynb		vgg-16-visual-geometry-group-implementation.ipynb
video_classification_with_transformers_with_keras.ipynb		video_classification_with_transformers_with_keras.ipynb
yoga-pose-feature-extraction.ipynb		yoga-pose-feature-extraction.ipynb
youtube-comment-spam-detection.ipynb		youtube-comment-spam-detection.ipynb

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