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1. llms llms Public

   Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.

   Jupyter Notebook 343 53

2. imageclassification imageclassification Public

   Deep Learning: Image classification, feature visualization and transfer learning with Keras

   Jupyter Notebook 123 33

3. see-inside-cnn see-inside-cnn Public

   Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras

   Jupyter Notebook 73 16

4. Transformers Transformers Public

   Transformers and related deep network architectures are summarized and implemented here.

   Jupyter Notebook 214 27

5. Object-Detection Object-Detection Public

   In this tutorial, you will perform inference across 10 well-known pre-trained object detectors and fine-tune on a custom dataset. Design and train your own object detector.

   Jupyter Notebook 69 12

6. Segmentation Segmentation Public

   In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.

   Jupyter Notebook 74 12