Deep Learning Projects: Have a look ^-^
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Advanced TF: Advanced Techniques with Tensorflow
- Multi-Output Models using Functional API
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CNN: Convolutional Neural Networks
- Image Recognition
- Image Segmentation
- Object Detection
- Transfer Learning
- Neural Style Transfer
- Image Data Augmentation
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GANs: Generative Adversarial Networks
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MLP: Multi Layer Perceptron
- Simple multi-layer models
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PyTorch: Projects using Pytorch library
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RNN: Recurrent Neural Networks
- Encoder-Decoder Architecture
- Time Series Prediction
- Explanation for LSTMs
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Tensorflow JS: Browser based Machine Learning models
- Model conversion to browser based
- JS model usage
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Tensorflow Serving: Model Deployment for Tensorflow models
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TF Serving using Docker Containers
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Tensorflow Hub for pretrained models
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Tensorflow Hub for monitoring
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