Pie Samliam's starred repositories

CVPR24-MedSAM-on-Laptop

Data-aware Fine-Tuning (DAFT) Code related to the CPVR24 Competition for Image Segmentation on a Laptop.

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GraphRAG4Rec

A naive implementation of GraphRAG for Movie Recommendation on IMDB Top 1000 movies dataset.

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cookbook

Deep learning for dummies. All the practical details and useful utilities that go into working with real models.

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FiT3D

[ECCV 2024] Improving 2D Feature Representations by 3D-Aware Fine-Tuning

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seed-free-synthetic-instruct

Official Code for "Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai"

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ml-mdm

Train high-quality text-to-image diffusion models in a data & compute efficient manner

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MPCount

Official repo for CVPR2024 paper "Single Domain Generalization for Crowd Counting"

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dreamscene4d

[arXiv 2024] DreamScene4D: Dynamic Multi-Object Scene Generation from Monocular Videos

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SV3D-fine-tune

Fine-tuning code for SV3D

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silero-models

Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple

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RustPython

A Python Interpreter written in Rust

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fastapi-microservice

Example of FastAPI microservices included nginx and docker-compose file

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resumize

Application to help generate resume content based on your experience and your interesting job.

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Omost

Your image is almost there!

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au-companies-providing-work-visa-sponsorship

Australian companies that provide work visa (and/or relocation) to their employees (mainly tech).

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annotate-lab

Annotate-lab is an open-source image annotation tool for efficient dataset creation. With an intuitive interface and flexible export options, it streamlines your machine learning workflow. 🖼️✏️📑

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whisper_streaming

Whisper realtime streaming for long speech-to-text transcription and translation

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RealtimeSTT

A robust, efficient, low-latency speech-to-text library with advanced voice activity detection, wake word activation and instant transcription.

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fasthtml

The fastest way to create an HTML app

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dep-tree

Tool for helping developers keep their code bases clean and decoupled. It allows visualising a code base complexity using a 3d force-directed graph of files and the dependencies between them.

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segment-anything-2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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SEED

Official implementation of SEED-LLaMA (ICLR 2024).

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stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

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awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

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Voyager

An Open-Ended Embodied Agent with Large Language Models

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albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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Machine-Learning-for-Time-Series-with-Python

Machine Learning for Time-Series with Python.Published by Packt

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