Sayak Paul

Results 56 repositories owned by Sayak Paul

Generalized-ODIN-TF

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TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution Data (https://arxiv.org/abs/2002.11297).

Global-Wheat-Detection

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Showcases the use of deep learning to detect wheat heads from crops. The project is based on: https://www.kaggle.com/c/global-wheat-detection.

Knowledge-Distillation-in-Keras

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Demonstrates knowledge distillation for image-based models in Keras.

Learnable-Image-Resizing

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TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).

maxim-tf

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Implementation of MAXIM in TensorFlow.

ml-bootcamp-india-2022

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Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.

ViT-jax2tf

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This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.

Phishing-Websites-Detection

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Experiments to detect phishing websites using neural networks

PAWS-TF

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Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.