DurojaiyeAbisoye

open-webui

User-friendly WebUI for LLMs (Formerly Ollama WebUI)

Weighted-Boxes-Fusion

Set of methods to ensemble boxes from different object detection models, including implementation of "Weighted boxes fusion (WBF)" method.

ObjectDetectionImbalance

Lists the papers related to imbalance problems in object detection [TPAMI]

Roadmap-To-Learn-Generative-AI-In-2024

Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

Unifi_Instruct_Rag

An instruct led rag approach

unsloth

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

open-llms

📋 A list of open LLMs available for commercial use.

ByteTrack

[ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box

instructor

structured outputs for llms

serving-pytorch-models

Serving PyTorch models with TorchServe :fire:

imagededup

😎 Finding duplicate images made easy!

DuplicateImages

Find equal or similar images in a directory containing (many) image files

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

SIIM-ISIC-Melanoma-Classification-1st-Place-Solution

minimal-trainer-zoo

Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines

Analyzing_Neural_Time_Series

python implementations of Analyzing Neural Time Series Textbook

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

lion-pytorch

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

hydra-wandb-sweeper

WandB sweeps integration with Hydra sweeper

Digital-Green-Crop-Yield-Estimate-Challenge

This notebook is my solution in the Digital Green Crop Yield Estimate Challenge hosted by Zindi.

deepaugment

Discover augmentation strategies tailored for your dataset

gps-augment

Simple but high-performing method for learning a policy of test-time augmentation

ttach

Image Test Time Augmentation with PyTorch!

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

albumentations

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

cropandweed-dataset

Information and scripts for the CropAndWeed Dataset

dl-fundamentals

Deep Learning Fundamentals -- Code material and exercises

prefect-mlops-zoomcamp

MLOps Zoomcamp 2023 repository for Module 3

mlops-zoomcamp

Free MLOps course from DataTalks.Club