Dmitry Spodarets

Data Phoenix Digest - ISSUE 2.2023 Members Public

Video recording of our webinar about dstack and reproducible ML workflows, AVL binary tree operations, Ultralytics YOLOv8, training XGBoost, productionize ML models, introduction to forecasting ensembles, domain expansion of image generators, Muse, X-Decoder, Box2Mask, RoDynRF, AgileAvatar and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Data Phoenix Digest - ISSUE 1.2023 Members Public

Building a GitOps ML model registry with DVC and GTO, 10 metrics to evaluate supervised ML models, scaling ML model development with MLflow, ChatGPT and DALL·E 2 in a panel app, scalable diffusion models with transformers, NeRF-Art, ECON, InstantAvatar, DifFace, TextBox 2.0, ClimateNeRF, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Data Phoenix Digest - ISSUE 62 Members Public

AI image generator, data versioning for ML in Airflow, the illustrated stable diffusion, into the transformer, building Airbnb categories with ML and Human-in-the-Loop, novel view synthesis with diffusion models, RANA, UDE, 3DHumanGAN, courses, books, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Data Phoenix Digest - ISSUE 61 Members Public

Webinar "Vertex AI Pipelines infrastructure with Terraform", data version control with DVC and Git, the 5 stages of ML validation, 10 quick pandas tricks, InstructPix2Pix, DAMO-YOLO, ReFace, DiffusionInst, DiffusionBERT, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Data Phoenix Digest - ISSUE 60 Members Public

Webinar "Vertex AI Pipelines infrastructure with Terraform", bringing GitOps to ML with dstack, “You Can’t Predict the Errors of Your Model”… Or Can You?, time series analysis introduction, DeepAR, DiffusionDet, Galactica, Versatile Diffusion, CodeGen, and more.

Dmitry Spodarets
Dmitry Spodarets
Digest

Charity AI Webinar "Vertex AI Pipelines infrastructure with Terraform" Members Public

Data Phoenix team invites you all to our upcoming "The A-Z of Data" charity webinar that’s going to take place on December 21, 2022 at 16.00 CET. * Topic: “Vertex AI Pipelines infrastructure with Terraform” * Speaker: Alona Slastin, ML Engineer at SoftServe * Language: English * Participation: free (but you’ll

Dmitry Spodarets
Dmitry Spodarets
Events

Charity AI webinar "dstack – a command-line utility to provision infrastructure for ML workflows" Members Public

Data Phoenix team invites you all to our upcoming "AI Project Spotlight" charity webinar that’s going to take place on November 30, 2022 at 16.00 CET. * Topic: “dstack – a command-line utility to provision infrastructure for ML workflows” * Speaker: Andrey Cheptsov, CEO and Founder of dstack.ai * Language: English

Dmitry Spodarets
Dmitry Spodarets
Events

ULNeF: Untangled Layered Neural Fields for Mix-and-Match Virtual Try-On Members Public

Recent advances in neural models have shown excellent results for virtual fitting tasks (VTO), where a 3D representation of a garment is deformed to fit the target body shape. However, existing solutions are limited to a single layer of clothing and cannot solve the combinatorial complexity of mixing different types

Dmitry Spodarets
Dmitry Spodarets
Papers