Skip to content
GSoC Organizations / Guide
Account

GSOC 2022 PROJECT

Addition of new losses to tensorflow similarity

Official project Code
Contributor
Abhishar
Mentor
Yusuf Sarıgöz
Organization
TensorFlowData
Program
GSoC 2022Completed

About this project

Description from the program archive

I propose to add new loss functions which make improvements over the existing ones for metric learning. I also propose to improve documentation and add code examples to show how to make use of this library.

From the people who did it

No proposal or progress posts shared yet

Worked on this project? Share the proposal that got you selected and the posts you wrote.

Claim this project

GSOC 2022

More TensorFlow projects in 2022.

All projects

  1. Develop demos for TensorFlow Lite Micro

    VishwaMentored by Paul Ruiz

    ProjectWork

  2. Tensorflow/JAX project — "JAX ML Textbook"

    XinglongMentored by Kevin Murphy

    ProjectReport

  3. ArcFace Loss Implementation for Tensorflow Similarity

    Aylin AydınMentored by Yusuf Sarıgöz

    ProjectCode

  4. Expanding the JAX SSM Library & Exploring Particle-Based Variational Inference (JAX ML Textbook)

    Peter G. ChangMentored by Kevin Murphy

    ProjectReport

  5. Kaggle examples for TensorFlow Decision Forests

    Rishiraj AcharyaMentored by Josh Gordon

    ProjectReport

  6. Develop new models and examples for TensorFlow-Hub

    Mohammad ShoaibMentored by Gustavo

    ProjectCode

  7. Deep Care

    Mayuresh G AgasheMentored by Josh Gordon

    ProjectReport

  8. Develop JAX examples and demos for an ML upcoming textbook

    Zeel B PatelMentored by Kevin Murphy

    ProjectReport

  9. JAX ML Textbook

    Giles Harper-DonnellyMentored by Kevin Murphy

    ProjectReport

  10. Contribute to KerasCV and KerasNLP

    Aditya KaneMentored by Sayak Paul, Luke Wood

    ProjectReport

  11. Publish fine-tuned MobileViT in TensorFlow Hub

    Sayan NathMentored by Gustavo

    ProjectCode

  12. Tutorials for Object Detection Models

    steinMentored by Gustavo

    ProjectWork

  13. JAX ML TEXTBOOK

    KARM PATELMentored by Kevin Murphy

    ProjectReport

  14. [KerasNLP] Adding Metrics, Decoding Strategies, Model Encoder Blocks and Data Augmentation APIs

    Abheesht SharmaMentored by Luke Wood

    ProjectReport

  15. Implementation of State-of-the-Art Components in Object Detection for KerasCV

    Sarvagya MalaviyaMentored by Luke Wood

    ProjectReport

  16. Profiling and Optimising Energy Consumption for TF Lite Models.

    Rishiraj AdhikaryMentored by Josh Gordon

    ProjectCode

  17. Adding Native Support for Text Data Augmentation in KerasNLP alongside Tutorials

    AflahMentored by Luke Wood

    ProjectReport

  18. Harsh Shah - Develop healthcare examples using Keras

    Harsh ShahMentored by Josh Gordon

    ProjectReport

  19. Developing demos for TensorFlow Lite Micro

    Ayyuce DemirbasMentored by Paul Ruiz

    ProjectReport

  20. Develop Kaggle examples for TensorFlow Decision Forests

    VanshMentored by miriamraskasky

    ProjectCode

  21. Develop NLP examples using HuggingFace Transformers

    Sreyan GhoshMentored by Vasudev Gupta

    ProjectReport

Data: Google Summer of Code public archive. This project in the official archive