Sayak Paul

Results 57 repositories owned by Sayak Paul

portfolio

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Personal site of Sayak Paul. Deployed here 👉

swin-transformers-tf

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Implementation of Swin Transformers in TensorFlow along with converted pre-trained models, code for off-the-shelf classification and fine-tuning.

dreambooth-keras

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Implementation of DreamBooth in KerasCV and TensorFlow.

CI-CD-for-Model-Training

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This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.

keras-xla-benchmarks

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Presents comprehensive benchmarks of XLA-compatible pre-trained models in Keras.

count-tokens-hf-datasets

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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

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This project demonstrates the use of TensorFlow Object Detection API to automatically number plates (Indian) from vehicles

Training-BatchNorm-and-Only-BatchNorm

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Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.

caption-upsampling

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This repository implements the idea of "caption upsampling" from DALL-E 3 with Zephyr-7B and gathers results with SDXL.

stable-diffusion-keras-ft

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Fine-tuning Stable Diffusion using Keras.