Sayak Paul
Sayak Paul
Generalized-ODIN-TF
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
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
Demonstrates knowledge distillation for image-based models in Keras.
Learnable-Image-Resizing
TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).
maxim-tf
Implementation of MAXIM in TensorFlow.
ml-bootcamp-india-2022
Contains materials from the facilitation sessions conducted for the ML Bootcamp India (2022) organized by Google DevRel team.
ViT-jax2tf
This repository hosts code for converting the original Vision Transformer models (JAX) to TensorFlow.
Phishing-Websites-Detection
Experiments to detect phishing websites using neural networks
PAWS-TF
Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.
Spatial-Transformer-Networks-with-Keras
This repository provides a Colab Notebook that shows how to use Spatial Transformer Networks inside CNNs in Keras.