Sohini Roychowdhury

I am an applied Machine Learning researcher, educator and mentor. I was AI expert at Volvocars and Assistant Professor at Univ of Washington campus.

[Sohini Roychowdhury @SohiniRoych]

Come join me at the networking sessions with women engineers, pioneers, educators and AI enthusiasts at the 2023 Women in Vision Reception at the Embedded Vision Summit on May 23, 2023. #AcademicTwitter #WomenInSTEM

[Sohini Roychowdhury @SohiniRoych]

With the advent of industry disruptor #chatGPT4, the technology horizon for non-language data sources has started changing. Join me on the topic of multi-sensor fusion use-cases, research, insights and technologies at Embedded Vision Summit, on May 22-24, 2023. #AcademicChatter

[Sohini Roychowdhury @SohiniRoych]

Image and Video Annotation using @V7Labs https://t.co/exOQuCt7Sa. Allows for reannotation and downloading annotations for deep learning tasks. #AcademicTwitter #AcademicChatter #computervision #aiforgood

[Sohini Roychowdhury @SohiniRoych]

@scottbudman In Santa Clara felt it

[Sohini Roychowdhury @SohiniRoych]

Video Labelling can be a a laborious task, so here is a video to make video data storage and retrieval easier.
https://t.co/TxsOjvmjT4
Hope it helps computer vision practitioners and enthusiasts in their use cases. #AI #MachineLearning #AcademicTwitter #pythonprogramming #vision

[Sohini Roychowdhury @SohiniRoych]

Solving the Data Imbalance problems in Machine Learning solutions requires careful considerations of the data distributions. Watch my video for strategies and explanations. https://t.co/sqwNDe6sfT #MachineLearning #aiforeveryone #AcademicTwitter

[Sohini Roychowdhury @SohiniRoych]

Video Annotation can be tough but important for AI/ML applications. Here is my latest video to help scale the annotation process.
https://t.co/6JfM0wt2xm
#MachineLearning #DeepLearning #AI #ML #Annotation #AcademicChatter

[Sohini Roychowdhury @SohiniRoych]

2021 has witnessed a paradigm shift towards productional zing AI/ML algorithms. Here is my latest video on Responsible AI. Hope we continue to build trustworthy and robust systems in 2022. https://t.co/8S5pqQxrGd
#AcademicChatter #ResponsibleTogether #AI #MachineLearning

[Sohini Roychowdhury @SohiniRoych]

For all ML enthusiasts interested in Transfer learning and ML model retraining resources, here is my latest video.
https://t.co/MzQqz5Uf9d
#AcademicChatter #AI #ML #transfer #learning #machinelearning

[Sohini Roychowdhury @SohiniRoych]

For all Machine Learning and Computer Vision Enthusiasts, here is my latest video covering the Python-based LabelMe annotator. Hope it helps generate required data for AI applications.
https://t.co/7GcrUfDdMq
#MachineLearning #AI #annotation #computerengineering #CV

[Sohini Roychowdhury @SohiniRoych]

MLOPs is a big buzz word now. So here is my video on using Production-grade systems for Machine Learning applications. https://t.co/2Adsm6VvE5 #MLOps #MachineLearning #AI #AcademicChatter #production

[Sohini Roychowdhury @SohiniRoych]

Machine Learning models need constant supervision at production time to assess for concept and data drifts. Here is my latest video to aid ML monitoring at production time. #AI #machinelearning #learning #production #weightsandbiases #wandb

[Sohini Roychowdhury @SohiniRoych]

For Machine Learning Engineers who need to annotate their own data, here is my latest video to annotate images just using a web-browser.
https://t.co/Eu37sxf9xS
#AcademicChatter #MachineLearning #AI #annotation #medicalimaging

[Sohini Roychowdhury @SohiniRoych]

For All Machine Learning Enthusiasts, here is my latest video on Image Quality Analysis using DropOut Connections: https://t.co/p8zwVFWO7z
#MachineLearning #imaging #AI #DeepLearning #AcademicChatter

[Towards Data Science @TDataScience]

Top 10 Projects for Beginners in Computer Vision and Medical Imaging by @SohiniRoych https://t.co/mCZOgG2tLL

[Sohini Roychowdhury @SohiniRoych]

From binary to multi-class semantic segmentation. Here is my latest video for ML/AI researchers and engineers specializing in computer vision
https://t.co/YnuC83ZFer
#CV #MachineLearning #AI #AcademicChatter

[Sohini Roychowdhury @SohiniRoych]

For any AI enthusiasts, here is my introduction to conversational AI with Nvidia's Jarvis.
https://t.co/0NmDK9xYYw
I hope it sparks interest for building digital assistants.
#ConversationalAI #Nvidia #nvidiajarvis #MachineLearning #AcademicChatter

[Sohini Roychowdhury @SohiniRoych]

For all Medical Image Researchers and Enthusiasts, here is my latest video to help quickly annotate medical images using free tools. The goal is to then train machine learning algorithms.
https://t.co/2fYKZW671P
#AI #MachineLearning #medicalimaging #annotation #DataScience

[Sohini Roychowdhury @SohiniRoych]

For anyone curious about AutoML using cloud platforms, here is my hands-on tutorial on Azure:
https://t.co/wXPTxd4oSj
Hope it helps aspiring ML and AI engineers build scalable models.
#AcademicChatter #MachineLearning #AI #Azure #ML #aiforall

[Sohini Roychowdhury @SohiniRoych]

https://t.co/zGr1bZkOG8
Here is my video on ML Model Deployment on GCP with an example. Hope it helps early AI/ML enthusiasts get started.
https://t.co/zGr1bZkOG8
#AcademicChatter #MachineLearning #AI #tutorial #Deployment #GCP