Rishit Dagli - Key Projects

I love working on open-source projects and contributing to other open-source projects too. On this page, I include some of my latest open-source projects and some of my major contributions. More could be found on my GitHub.

GitHub - Rishit-dagli/Nystromformer: An implementation of the Nyströmformer, using Nystrom method to approximate standard self attentionAn implementation of the Nyströmformer, using Nystrom method to approximate standard self attention - GitHub - Rishit-dagli/Nystromformer: An implementation of the Nyströmformer, using Nystrom meth...

Add MobileNetV3 model by Rishit-dagli · Pull Request #526 · keras-team/keras-cvPorts the MobileNetV3 model introduced in Searching for MobileNetV3 (ICCV 2019) from keras.applications. The PR is no longer marked as draft but still lacks: Docstrings Use of keyword often not ...

Add Kubeflow application by Rishit-dagli · Pull Request #342 · civo/kubernetes-marketplaceThis PR adds the new Kubeflow application which should make it very easy for users to start using Kubeflow on Civo. I tried to approach this by using kubectl wait too however that requires me to se...

Following the previous PRs in this PR I add the following models: SSD YOLO FCOS FSAF RegNet PS: A feature request for the FCOS models is still open on tensorflow/models (tensorflow/models#10275) ...github.com/tensorflow/tfhub.dev/pull/110

GitHub - Rishit-dagli/Compositional-Attention: An implementation of Compositional Attention: Disentangling Search and Retrieval by MILAAn implementation of Compositional Attention: Disentangling Search and Retrieval by MILA - GitHub - Rishit-dagli/Compositional-Attention: An implementation of Compositional Attention: Disentangling...

GitHub - Rishit-dagli/Conformer: An implementation of Conformer: Convolution-augmented Transformer for Speech Recognition, a Transformer Variant in TensorFlow/Keras

GitHub - Rishit-dagli/CPPE-Dataset: Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

This example implements Swin Transformer: Hierarchical Vision Transformer using Shifted Windows paper by Liu et al. for image classification, and demonstrates it on the CIFAR-100 dataset. Swin Tran...github.com/keras-team/keras-io/pull/625

This example implements Gradient Centralization, a new optimization technique for Deep Neural Networks by Yong et al., and demonstrates it on Laurence Moroney's Horses or Humans Dataset. Gradie...github.com/keras-team/keras-io/pull/497

GitHub - Rishit-dagli/Transformer-in-Transformer: An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

GitHub - Rishit-dagli/Fast-Transformer: An implementation of Fastformer: Additive Attention Can Be All You Need, a Transformer Variant in TensorFlow

GitHub - Rishit-dagli/Gradient-Centralization-TensorFlow: Instantly improve your training performance of TensorFlow models with just 2 lines of code!

GitHub - Rishit-dagli/ConvMixer-torch2tf: This repository hosts code for converting the original ConvMixer models (PyTorch) to TensorFlow.

Following #92 , this PR adds the feature extractor for the ConvMixer models, here is the new models table for the collection: Model Name Fine-tunable Resolution acc@1 #params Model Size Link ...github.com/tensorflow/tfhub.dev/pull/95

This PR contains three different ConvMixer models that were pre-trained on the ImageNet-1K dataset. The authors of "Patches Are All You Need?" paper open-sourced three different variants ...github.com/tensorflow/tfhub.dev/pull/92

The Swin Transformer model, a transformer variant as proposed in the paper "Swin Transformer: Hierarchical Vision Transformer Using Shifted Windows" by Liu et al. [1] for image classifica...github.com/tensorflow/tfhub.dev/pull/79

Created "Setting up an Android Development environment on Compute Engine" Tutorial. Overview of the tutorial This tutorial shows how to set up an Android Studio on Google Cloud Platform (...github.com/GoogleCloudPlatform/community/pull/1278

GitHub - Rishit-dagli/TF-Watcher: Monitor your ML jobs on mobile devices📱, especially for Google Colab / Kaggle

GitHub - Rishit-dagli/MIRNet-TFJS: TensorFlow JS models for MIRNet for low-light💡 image enhancement

GitHub - Rishit-dagli/Greenathon-Plant-AI: Identify Diseases in Plants☘️ with Machine Learning on the web using TFJS

GitHub - Rishit-dagli/Perceiver: Implementation of Perceiver, General Perception with Iterative Attention in TensorFlow

GitHub - Rishit-dagli/GLOM-TensorFlow: An attempt at the implementation of GLOM, Geoffrey Hinton's paper for emergent part-whole hierarchies from data

GitHub - Rishit-dagli/ML-with-Android-11: A repository demonstrating all that's new in Android 11 for ML and how you could try it out for your own use-cases

GitHub - Rishit-dagli/Smart-Queuing-System-On-Edge: Deploying a Smart Queuing System on edge with Intel OpenVino Toolkit

GitHub - Rishit-dagli/Solving-overfitting-in-Neural-Nets-with-Regularization: Learn how to use regularization to solve overfitting and the intuitions behind it

GitHub - Rishit-dagli/TFUG-Mysuru-2020: My session about TensorFlow Quantum to build hybrid quantum-classical models at TensorFlow User Group Mysuru 2020

GitHub - Rishit-dagli/People-Counter-On-Edge: Low latency resilient people detection and counting for edge devices

GitHub - Rishit-dagli/Debugging-Neural-Nets: Learn how to debug your neural nets with gradient checking

GitHub - microsoft/ML-For-Beginners: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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