hariprasath-v

llm-course

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

wtfml

WTFML: Well That's Fantastic Machine Learning

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

tamil-llama

A New Tamil Large Language Model (LLM) Based on Llama 2

awesome-mlops

A curated list of references for MLOps

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

attention_flow

vit-keras

Keras implementation of ViT (Vision Transformer)

How-to-find-if-an-image-is-bright-or-dark

Input image is resized to 10x10 pixel, to reduce the computation, Convert it to LAB color space to access the luminous channel which is independent of colors, Normalize pixel values to be in range of 0 - 1. Compare the mean value of pixels with a threshold value.

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.

h2ogpt

Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/

hf-ship-detection

Top 1 Solution - Ship Detection - Hugging Face competition

shipdetectionchal

2nd place solution for the ship detection challenge organised by Huggingface and Data-Driven Science.

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

labelfix

Identifying Mislabeled Instances inClassification Datasets

sketchy-vision

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

kitchenware-classification-project

This repository contains the capstone project carried out as part of Machine Learning Zoomcamp course

kitchenware_classifier

Classifies kitchen stuff items into 6 categories: cups, glasses, plates, spoons, forks and knives

flask-gpu-app

Example app that demonstrates how to run a Flask app with a free GPU using Google Colab and ngrok

Weighted-Boxes-Fusion

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

python-training

Python training for business analysts and traders

yolov7

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

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

tutorials

CatBoost tutorials repository

whisper

Robust Speech Recognition via Large-Scale Weak Supervision

nn-zero-to-hero

Neural Networks: Zero to Hero

machine-learning-zoomcamp

Learn ML engineering for free in 4 months!

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.