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tuchsanai's Projects

aniportrait icon aniportrait

AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

chebykan icon chebykan

Kolmogorov-Arnold Networks (KAN) using Chebyshev polynomials instead of B-splines.

complete-mlops-bootcamp icon complete-mlops-bootcamp

A Hands on Guide on MLOps Practices to take your model from Laptop to Production. Created by the Author - Nachiketh Murthy

dalle2-pytorch icon dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

enroot icon enroot

A simple yet powerful tool to turn traditional container/OS images into unprivileged sandboxes.

fastdup icon fastdup

fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

get-things-done-with-prompt-engineering-and-langchain icon get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

glass icon glass

[ECCV 2024] Official Implementation and Dataset Release for <A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization>

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