Nir Barazida – Medium

Nir Barazida
in
Towards Data Science

Stable Diffusion: Best Open Source Version of DALL·E 2

Created by the researchers and engineers from Stability AI, CompVis, and LAION, “Stable Diffusion” claims the crown from Craiyon, formerly…

7 min readAug 30, 2022

--

2

Stable Diffusion: Best Open Source Version of DALL·E 2

--

2

Nir Barazida
in
Towards Data Science

YOLOv6: next-generation object detection — review and comparison

eview and comparison of the next generation object detection

6 min readJul 5, 2022

--

1

YOLOv6: next-generation object detection — review and comparison

--

1

Nir Barazida
in
Towards Data Science

STRAGGLERS AND LATENCY IN SYNCHRONOUS DISTRIBUTED TRAINING OF DEEP LEARNING MODELS

A review of the challenges in Synchronous distributed training and best solutions for stragglers and high latency.

10 min readMar 8, 2022

--

1

STRAGGLERS AND LATENCY IN SYNCHRONOUS DISTRIBUTED TRAINING OF DEEP LEARNING MODELS

--

1

Nir Barazida
in
Towards Data Science

Closing the Data Loop with DagsHub Annotations and Label Studio

No need to move your data between platforms, suffer from synchronization issues, break the project structure, or perform tedious tasks.

6 min readFeb 15, 2022

--

Closing the Data Loop with DagsHub Annotations and Label Studio

--

Nir Barazida
in
Towards Data Science

Why is labeling unstructured data still hard?

Data labeling, one of the most critical tasks in the lifecycle of a machine learning project, is currently also one of the hardest to…

6 min readDec 21, 2021

--

Why is labeling unstructured data still hard?

--

Nir Barazida
in
Towards Data Science

Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021

The Spring 2021 edition of the ML Reproducibility Challenge is officially over, and we have some inspiring projects contributed by the…

5 min readDec 21, 2021

--

Wrapping up the Papers with Code ML Reproducibility Challenge — Spring 2021

--

Nir Barazida
in
Towards Data Science

Data Science Workflows — Notebook to Production

Reduce the time from research to production using various MLOps tools and techniques.

11 min readNov 24, 2021

--

3

Data Science Workflows — Notebook to Production

--

3

Nir Barazida
in
Towards Data Science

40 Open-Source Audio Datasets for ML

Over 2 TBs of labeled audio datasets publicly available and parseable on DagsHub

11 min readNov 16, 2021

--

3

40 Open-Source Audio Datasets for ML

--

3

Nir Barazida
in
Towards Data Science

Faster Machine Learning Versioning and Tracking: Example using FDS

Using FDS, an open-source tool, to version control your machine learning project fast & easy

7 min readJun 27, 2021

--

Faster Machine Learning Versioning and Tracking: Example using FDS

--

Nir Barazida
in
Towards Data Science

Data Science Workflows — Experiment Tracking

Exploring data science hypotheses using Git Flow

7 min readJun 13, 2021

--

Data Science Workflows — Experiment Tracking

--

Nir Barazida

Nir Barazida

Data Scientist at DAGsHub. Leading the advocacy and outreach activity worldwide. We are building the next GitHub for Data Science.

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams