Applied Deep Learning Course

A curated list of resources focused on Machine Learning in Geospatial Data Science.

s1: Simple test-time scaling

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the si…

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

The repository collects many various multi-modal transformer architectures, including image transformer, video transformer, image-language transformer, video-language transformer and self-supervise…

Learning materials for UCB CS186: Introduction to Database System

Jupyter notebooks for the Natural Language Processing with Transformers book

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

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

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

detectron2 windows build

The dataset for drone based detection and tracking is released, including both image/video, and annotations.

vision language models finetuning notebooks & use cases (paligemma - florence .....)

[MICCAI 2024] Official code implementation for paper: Deform3DGS

Neural Rendering for Stereo 3D Reconstruction of Deformable Tissues in Robotic Surgery

Deep learning based autism spectral disorder detection from children voice

Deep learning methods for feature selection in gene expression autism data.

This is a binary classification problem related with Autistic Spectrum Disorder (ASD) screening in Adult individual. Given some attributes of a person, my model can predict whether the person would…

Find Autism Friendly Places

Data Challenge on Autism Spectrum Disorder detection

A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.

A course on aligning smol models.

This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥 [Paper + Code + Demo]