khakimin

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

awesome-computer-vision

A curated list of awesome computer vision resources

ML-YouTube-Courses

📺 Discover the latest machine learning / AI courses on YouTube.

yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

machine-learning-zoomcamp

Learn ML engineering for free in 4 months!

Deep-Learning-in-Production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

hands-on-llms

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

yolov5_obb

yolov5 + csl_label.(Oriented Object Detection)（Rotation Detection）（Rotated BBox）基于yolov5的旋转目标检测

energy-forecasting

🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | 𝗟𝗲𝗮𝗿𝗻 𝗠𝗟𝗘 & 𝗠𝗟𝗢𝗽𝘀 for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

OBBDetection

OBBDetection is an oriented object detection library, which is based on MMdetection.

yolov7-segmentation

YOLOv7 Instance Segmentation using OpenCV and PyTorch

mlstacks

A series of Terraform based recipes to provision popular MLOps stacks on the cloud.

actions-ml-cicd

A Collection of GitHub Actions That Facilitate MLOps

Machine-Learning-Engineering-with-Python-Second-Edition

devicehive-video-analysis

Interactive-Multi-Class-Tiny-Object-Detection

rust-setup

Rust Bootcamp week 1: Set up you Rust development environment

SPHAR-Dataset

Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all cropped spatio-temporally and filmed from a surveillance-camera like position.

geeml

easyROI

Custom ROI in Computer Vision Applications

Automatic-Defect-Inspection-of-Solar-Farm

Panel-Segmentation

This open-source package provides a framework for automatically detecting and extracting metadata from solar array installations in satellite images.

YOLOv7-on-custom-Dataset