Sayak Paul
Sayak Paul
portfolio
Personal site of Sayak Paul. Deployed here 👉
swin-transformers-tf
Implementation of Swin Transformers in TensorFlow along with converted pre-trained models, code for off-the-shelf classification and fine-tuning.
dreambooth-keras
Implementation of DreamBooth in KerasCV and TensorFlow.
CI-CD-for-Model-Training
This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
keras-xla-benchmarks
Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.
count-tokens-hf-datasets
This project shows how to derive the total number of training tokens from a large text dataset from 🤗 datasets with Apache Beam and Dataflow.
Vehicle-Number-Plate-Detection
This project demonstrates the use of TensorFlow Object Detection API to automatically number plates (Indian) from vehicles
Training-BatchNorm-and-Only-BatchNorm
Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
caption-upsampling
This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.
stable-diffusion-keras-ft
Fine-tuning Stable Diffusion using Keras.