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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

al_surface_defect_detection

My code for Tianchi competition-Aluminum surface defect detection(held by Alibaba Cloud). My final rank is 10/2972(top 0.3%).

amazon-sagemaker-edge-defect-detection-computer-vision

Workshop showcasing how to run defect detection using computer vision at the edge with Amazon SageMaker

axi_pcb_defect_detection

This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards. Proprietary AXI image dataset is not included in this repo. Users can use their own datasets on top of the OOP data extraction layer and neural network models implemented here.

build-two-chatbots-order_cusservice

Build a Customer Service and Order Taking ChatBot using the ChatGPT Large Language Model (LLM)

ccbridge_cuservice

A customer service chatbot from Berkeley AI LLM Hackathon

customer-support-llm-chatbot-training-dataset

A dataset for training customer service chatbot models on LLMs

customer_analytics_to_aid_marketing_campaigns-using-llm

customercareai_sales_voice

This project aims at giving the best customer service ever using the power of LLM models like GPT.

dc-water-llm

Wendy AI - An advanced LLM for DC Water customer service, leveraging Retrieval Augmented Generation (RAG) and other state-of-the-art technologies. Note: For demo purposes, it relies on the DC Water ANNUAL report 2022.

defect-detection-classifier

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

defect-detection-of-pcb

A repository for creating a Deep Learning model for Defect Detection in PCBs and to design a Web Application for it.

defect-detection-with-tensorflow

👷胶囊表面缺陷检测withTensorflow，主要检测了凹陷和缺失部分，涉及到GPU加速

defectdetectiondemo

Textile defect detection using OpenCVSharp

genai_llm_coursedetails

Generative AI with Large Language Models on Coursera offered by Deeplearning.AI and AWS.

geneai-with-llm_corsedetails

In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications.

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-workshop

lectures-labs

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

llm-applications_rag

A comprehensive guide to building RAG-based LLM applications for production.

llm-chatbot-orderbot

Created a OrderBot to take orders from customers and process the bill for them while maintaining a human-like interface with the customer. LLM model used is Chat-GPT 3.5

llm-qa-bot-flangmodel

organized1by1_awesome-defect-detection

defect detection algorithm

parking_lot_monitoring_system_opencv

This repo finds free parking spaces in the parking lot using only image processing

pcb--defects_ssdt-a-single-shot-detector

pytorch, SSDT, PCB defects detection

rag-demystified

An LLM-powered advanced RAG pipeline built from scratch

segdec-net-jim2019_surfacedetection

Surface Defect Detection with Segmentation-Decision Network on KolektorSDD

siliconwaferdefectdetection

A silicon wafer defect detection algorithm by python,now includes location and crack detection, further more

smartcrm_llm

A GenAI CRM that auto-generates response/update emails using custom LLM chains.

solar_cell_pv_defect_detection

Multi-label defect detection for Solar Cells from Electroluminescence images of the modules, using Deep Learning