model-training

There are 7 repositories under model-training topic.

ZhaoJ9014 / face.evoLVe
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
pytorch face-recognition face-detection face-alignment face-landmark-detection model-training feature-extraction fine-tuning data-augmentation deep-learning computer-vision imbalanced-learning transfer-learning hard-negative-mining supervised-learning nus tencent convolutional-neural-network machine-learning artificial-intelligence
Language:Python 3397
Dreambooth-Stable-Diffusion
JoePenna / Dreambooth-Stable-Diffusion
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
ai txt2img artificial-intelligence image-generation machine-learning model-training img2img latent-diffusion stable-diffusion
Language:Jupyter Notebook 3183
microsoft / pai
Resource scheduling and cluster management for AI
ai artificial-intelligence chainer cloud cluster-management cluster-manager gpu gpu-cluster gpu-computing gpu-scheduler jupyter kubernetes machine-learning model-training on-premise pytorch resource-management scheduling tensorflow
Language:JavaScript 2612
SkyWorkAIGC / SkyChat-Chinese-Chatbot-GPT3
SkyChat是一款基于中文GPT-3 api的聊天机器人项目。它可以像chatGPT一样，实现人机聊天、问答、中英文互译、对对联、写古诗等任务。| SkyChat is a Chatbot project based on Chinese GPT3 API. Like chatGPT, it can do human-machine chat, question and answer, and can also complete tasks such as Chinese-English or English-Chinese translation, content continuation, couplets, and Chinese ancient poems writing.
aigc language-model natural-language-generation natural-language-processing gpt-3 gpt3 python chatbot chatgpt artificial-intelligence machine-learning model-training reinforcement-learning text-generation instructgpt
Language:C# 724
SkyWorkAIGC / SkyText-Chinese-GPT3
SkyText是由奇点智源发布的中文GPT3预训练大模型，可以进行文章续写、对话、中英翻译、内容风格生成、推理、诗词对联等不同任务。| SkyText is a Chinese GPT3 pre-trained large model released by Singularity-AI, which can perform different tasks such as chatting, Q&A, and Chinese-English translation.
gpt-3 gpt3 chatgpt ai artificial-intelligence chatbot instructgpt machine-learning model-training openai python reinforcement-learning text-generation
421
Robotics-Object-Pose-Estimation
Unity-Technologies / Robotics-Object-Pose-Estimation
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
unity pose-estimation ros urdf robotics autonomy manipulation computer-vision model-training synthetic-data machine-learning simulation robotics-simulation perception deep-learning tutorial motion-planning ur3-robot-arm trajectory-generation physics-simulation
Language:Python 274
yihong1120 / Construction-Hazard-Detection
An AI-driven solution enhances construction site safety using the YOLOv8 model for object detection. It identifies hazards like workers without helmets or safety vests, workers near machinery, and workers near vehicles. Post-processing algorithms further improve detection accuracy.
alert-system artificial-intelligence computer-vision construction data-annotation deep-learning hazard-detection image-processing machine-learning model-training object-detection post-processing real-time-detection safety yolov8
Language:Python 145
tobecwb / stable-diffusion-regularization-images
Stable Diffusion Regularization Images in 512px, 768px and 1024px on 1.5, 2.1 and SDXL 1.0 checkpoints
deep-learning dreambooth model-training stable-diffusion textual-inversion
133
delve-team / delve
PyTorch model training and layer saturation monitor
pytorch model-training training-monitor layer-saturation pruning visualization neural-dynamics deep-learning convolutional-neural-networks
Language:Python 78
captain
blib-la / captain
Give your computer an AI Brain
captioning-images datasets generative-ai llava lora model-training sdxl stable-diffusion human-in-the-loop ai artificial-intelligence llm sdk toolkit
Language:TypeScript 44
adumrewal / imageMatting
Simplified Deep Image Matting training code with keras on tensorflow
deep-image-matting deep-learning deep-neural-networks model-training flexible-code foreground-segmentation foreground-detection foreground-background background-image foreground-extraction foreground-segmentation-network image-segmentation image-matting matting computer-vision background-subtraction background-removal
Language:Python 39
prabhuomkar / bitbeast
Experiments with Model Training, Deployment & Monitoring
machine-learning model-deployment model-monitoring model-training
Language:Python 35
medoidai / skrobot
skrobot is a Python module for designing, running and tracking Machine Learning experiments / tasks. It is built on top of scikit-learn framework.
python machine-learning scikit-learn data-science hyperparameter-tuning feature-selection model-evaluation model-selection artificial-intelligence model-training model-tuning modelling predictive-modelling feature-engineering
Language:Python 23
sayakpaul / CI-CD-for-Model-Training
This repository holds files and scripts for incorporating simple CI/CD practices for model training in ML.
mlops gcp ci-cd model-training cloud-build vertex-ai cloud-scheduler pub cloud-functions tensorflow-extended kubeflow-pipelines
Language:Jupyter Notebook 20
mohamedamine99 / YOLOv8-custom-object-detection
This repository showcases the utilization of the YOLOv8 algorithm for custom object detection and demonstrates how to leverage my pre-developed modules for object tracking and counting tasks.
deep-learning model-training object-counting object-detection object-tracking opencv ultralytics yolov8
Language:Jupyter Notebook 19
matlab-deep-learning / Hyperparameter-Tuning-in-MATLAB-using-Experiment-Manager-and-TensorFlow
This example shows how to use MATLAB to train a TensorFlow model and tune it's hyperparameters using co-execution with Python.
matlab deep-learning tensorflow hyperparameter-tuning python co-execution model-training example
Language:MATLAB 15
Hameem1 / Step-Detection-using-Machine-Learning
Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.
machine-learning supervised-machine-learning random-forest classification gait-analysis step-detection step-counting data-pre-processing data-visualization feature-extraction feature-selection model-training model-testing rfe rfecv scikit-learn python
Language:Python 14
ltfschoen / AIND-Recognizer
Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
python36 artificial-intelligence algorithms jupyter-notebook probabilistic-models sign-language-recognition-system hidden-markov-models pandas-dataframes feature-selection model-selection model-training baum-welch cross-platform bayesian-information-criterion discriminative-criterion natural-language-processing n-grams
Language:Jupyter Notebook 13
OLAMIDE100 / Capstone-Project-Mlops-ZoomCamp
This is a capstone project associated with MLOps Zoomcamp. The end goal of the project is to build an end-to-end machine learning project containing feature engineering, training, validation, tracking, modeel deployment, hosting, and general engineering best practices aimed at making house price predictions.
cloud-computing datatalksclub house-price-prediction machine-learning mlops model-monitoring model-training orchestration
Language:Python 11
fangvv / FL-PQSU
Code for paper "Accelerating Federated Learning for IoT in Big Data Analytics with Pruning, Quantization and Selective Updating"
federated-learning internet-of-things alexnet vgg deep-neural-networks pruning quantization model-training edge-computing
Language:Python 10
maxsitt / insect-detect-ml
Notebooks for detection and classification model training. Insect classification model. Python scripts for processing of data, collected with the Insect Detect DIY camera trap.
camera-trap deep-learning insect-monitoring yolov5 colab-notebook image-classification object-detection yolov6 yolov7 yolov8 model-training ml onnx python insect-classification
Language:Jupyter Notebook 10
Yyalexx / detecting-beer
Определение количества позиций товара на витрине по фотографиям. (label-studio, yolov5, torch, rabbitmq, pika, docker-compose)
object-detection pytorch torch yolov5 data-labeling docker docker-compose microservice microservices rabbitmq beer pika merchandising label-studio model model-training streamlit streamlit-cloud streamlit-webapp
Language:Jupyter Notebook 10
awesome-mlops / awesome-mlops-kubernetes
A curated list of awesome open source tools and commercial products that will help you train, deploy, monitor, version, scale, and secure your production machine learning on kubernetes 🚀
deep-learning kubernetes machine-learning ml mlops operator dataops machine-learning-operations machine-learning-pipelines machine-learning-projects machine-learning-training machine-learning-workflow ml-pipeline ml-workbench model-management model-monitoring model-training orchestration workflow
9
ai-dock / onetrainer
OneTrainer docker images for use in GPU cloud and local environments. Includes AI-Dock KDE Plasma desktop with GPU acceleration and audio for authentication and improved user experience.
cloud docker gpu image-generation model-training runpod stable-diffusion training vast onetrainer
Language:Shell 7
animikhaich / No-Code-Classification-Toolkit
Containerized Tensorflow-based image classification training utility with Streamlit-based interface designed to choose between common architectures and optimizers for quick hyperparameter tuning.
tensorflow classsifier zero-code dashboard streamlit-dashboard streamlit-application keras model-training deep-learning convolutional-neural-networks cnn trainer classification image image-classification cnn-classification no-code nocode
Language:Python 7
apekshar5 / Depression-Analyzer
Deep Learning based research project for predicting mental state of a person.
machine-learning deep-learning neural-networks python jupyter-notebook model-training medical-imaging depression-analysis
Language:Python 7
ayxxn-shxrif / BERT-TEXT-CLASSIFICATION
This bert model uses tf.data api as input data pipeline and perform classification of the desired cases.
python text-classification bert-fine-tuning model-training nlp-machine-learning tensorflow-api tensorflow2 tensors
Language:Jupyter Notebook 7
notrichbish / cyberbully-detection-using-ML
This project contains the file of my undergraduate Final Year Project. This project aims to expose cyberbullying in Twitter by using Machine Learning to classify whether the tweet is suspicious or not. A deployment has been created using streamlit.
data-visualization exploratory-data-analysis final-year-project hyperparameter-optimization machine-learning-algorithms model-training word-cloud rnn-lstm
Language:Jupyter Notebook 7
AIDynamics / NeoPulse_Examples
Model training examples for NeoPulse AI Studio AMI
model-training image-classification cifar-10 cifar100 mnist machine-learning tutorial
Language:Python 6
cereniyim / Tree-Classification-ML-Model
Multi-label classification of various tree types
python machine-learning pandas seaborn classification ensemble-model extra-trees-classifier feature-engineering hyperparameter-tuning exploratory-data-analysis data-wrangling model-training model-evaluation
Language:Jupyter Notebook 6
rktayal / custom_object_detection_train
Demonstrates on how to train your model on custom class using tensorflow
tensorflow object-detection python opencv dataset ssd-mobilenet cnn model-training
Language:Python 6
sequence-prediction-ann
sminerport / sequence-prediction-ann
Predict next number in a sequence using a simple ANN. Modularized code with classes for data preparation, neural network architecture, and training.
artificial-neural-networks data-prep deep-learning machine-learning model-evaluation model-training neural-network numpy python scikit-learn sequence-prediction supervised-learning time-series-forecasting
Language:Python 6
Vidhi1290 / Machine-learning-Pipeline
Explore a collection of Jupyter notebooks that guide you through various stages of the machine learning pipeline. From data analysis and feature engineering to model training and deployment, these notebooks provide practical insights for both beginners and experienced data enthusiasts. Let's dive into the world of data-driven decision-making! 📊🚀"
data-analysis feature-engineering feature-selection jupyter jupyter-notebook machine-learning machine-learning-algorithms machine-learning-pipeline model-training new-dataset opensource python
Language:Jupyter Notebook 6
cereniyim / Energy-Consumption-Regression-ML-Model
Energy consumption prediction of a building
python lightgbm machine-learning regression data-cleaning exploratory-data-analysis feature-engineering hyperparameter-tuning cross-validation model-training model-evaluation
Language:Jupyter Notebook 5
denissimon / distributed-model-training
Approach to implementing distributed training of an ML model on mobile devices.
on-device-ml swift swift-for-tensorflow s4tf colab core-ml transfer-learning model-personalization ml machine-learning app ios-app tensorflow model-training xcode distributed ios
Language:Swift 5
Deja-Vu
SABERGLOW / Deja-Vu
🎯 A facial recognition/detection app with Angular using Microsoft's Face API
angular azure-cognitive-services face-api face-detection mdbootstrap model-training
Language:TypeScript 5

model-training

ZhaoJ9014 / face.evoLVe

JoePenna / Dreambooth-Stable-Diffusion

microsoft / pai

SkyWorkAIGC / SkyChat-Chinese-Chatbot-GPT3

SkyWorkAIGC / SkyText-Chinese-GPT3

Unity-Technologies / Robotics-Object-Pose-Estimation

yihong1120 / Construction-Hazard-Detection

tobecwb / stable-diffusion-regularization-images

delve-team / delve

blib-la / captain

adumrewal / imageMatting

prabhuomkar / bitbeast

medoidai / skrobot

sayakpaul / CI-CD-for-Model-Training

mohamedamine99 / YOLOv8-custom-object-detection

matlab-deep-learning / Hyperparameter-Tuning-in-MATLAB-using-Experiment-Manager-and-TensorFlow

Hameem1 / Step-Detection-using-Machine-Learning

ltfschoen / AIND-Recognizer

OLAMIDE100 / Capstone-Project-Mlops-ZoomCamp

fangvv / FL-PQSU

maxsitt / insect-detect-ml

Yyalexx / detecting-beer

awesome-mlops / awesome-mlops-kubernetes

ai-dock / onetrainer

animikhaich / No-Code-Classification-Toolkit

apekshar5 / Depression-Analyzer

ayxxn-shxrif / BERT-TEXT-CLASSIFICATION

notrichbish / cyberbully-detection-using-ML

AIDynamics / NeoPulse_Examples

cereniyim / Tree-Classification-ML-Model

rktayal / custom_object_detection_train

sminerport / sequence-prediction-ann

Vidhi1290 / Machine-learning-Pipeline

cereniyim / Energy-Consumption-Regression-ML-Model

denissimon / distributed-model-training

SABERGLOW / Deja-Vu