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humphd/have-fun-with-machine-learning

A beginner's guide to machine learning and image classification with neural networks in Python.

5.1K
Archived
Python
Computer Vision
Python
#machine-learning#neural-networks#image-classification

weiaicunzai/pytorch-cifar100

A PyTorch repository for practicing image classification on the CIFAR-100 dataset using various deep learning models.

4.8K
Archived
Python
Computer Vision
Datasets
PyTorch
#cifar100#image-classification#deep-learning

quark0/darts

A differentiable architecture search library for convolutional and recurrent neural networks

4.0K
Archived
Python
Neural Architecture Search
API Frameworks
PyTorch
#automl#convolutional-networks#recurrent-networks

open-mmlab/mmpretrain

A pre-training toolbox and benchmark for vision AI models, including self-supervised learning and state-of-the-art architectures.

3.8K
Archived
Python
Computer Vision
ML Ops
PyTorch
#computer-vision#self-supervised-learning#pre-training

catalyst-team/catalyst

Catalyst is an accelerated deep learning R&D library for Python that supports a variety of AI and machine learning use cases.

3.4K
Experimental
Python
ML Ops
Computer Vision
PyTorch
#deep-learning#computer-vision#nlp

weslynn/AlphaTree-graphic-deep-neural-network

This repository provides a roadmap and code samples for machine learning, deep learning, and related AI technologies.

3.0K
Archived
Machine Learning
Deep Learning
#machine-learning#deep-learning#neural-network

autodistill/autodistill

An AI-powered tool for training supervised models without manual labeling, using foundation models and multimodal learning.

2.6K
Experimental
Python
Computer Vision
Model Distillation
PyTorch
#auto-labeling#computer-vision#foundation-models

jolibrain/deepdetect

A C++ API and server for deep learning that supports popular frameworks like PyTorch, TensorFlow, and XGBoost.

2.5K
Active
C++
Computer Vision
API Clients & Testing
#deep-learning#computer-vision#object-detection

milvus-io/bootcamp

This GitHub repository provides a Bootcamp for dealing with unstructured data like reverse image search, audio search, and NLP.

2.4K
Active
Jupyter Notebook
Embeddings
Semantic Search
Python
#audio-search#image-search#nlp

pa7/nude.js

A JavaScript library for detecting nudity in images using HTML Canvas.

2.4K
Archived
JavaScript
Computer Vision
Frontend Frameworks
JavaScript
#image-processing#computer-vision#nudity-detection

ufoym/imbalanced-dataset-sampler

An imbalanced dataset sampler for PyTorch that oversamples low-frequency classes and undersamples high-frequency ones.

2.3K
Active
Python
ML Ops
Caching
PyTorch
#data-sampling#imbalanced-data#image-classification

ailia-ai/ailia-models

A collection of pre-trained, state-of-the-art AI models for the ailia SDK, supporting a wide range of computer vision and natural language processing tasks.

2.3K
Active
Python
AI SDKs & Wrappers
Computer Vision
Python
#ai-models#computer-vision#natural-language-processing

extreme-assistant/ICCV2023-Paper-Code-Interpretation

A curated collection of ICCV conference papers, code, and interpretations for computer vision developers.

2.3K
Archived
Computer Vision
Tutorials & Courses
#computer-vision#deep-learning#image-recognition

neuralmagic/sparseml

SparseML provides a library for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models.

2.1K
Experimental
Python
Automated Machine Learning
TensorFlow
#sparsification#sparseml#neural networks

Fafa-DL/Awesome-Backbones

A project that provides a collection of pre-trained deep learning models for image classification tasks.

1.9K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#image-classification#deep-learning#pre-trained-models

visual-layer/fastdup

Accelerate data curation and augmentation with this scalable, free tool for image and video analysis.

1.8K
Stable
Python
Computer Vision
ETL & Pipelines
Python
#data-augmentation#data-curation#image-processing

laugh12321/TensorRT-YOLO

A toolkit for easier and faster deployment of YOLO (You Only Look Once) object detection models using NVIDIA TensorRT.

1.7K
Active
C++
Computer Vision
API Frameworks
#object-detection#yolo#tensorrt

YunYang1994/TensorFlow2.0-Examples

A collection of TensorFlow 2.0 examples for deep learning, computer vision, and more.

1.7K
Archived
Jupyter Notebook
Computer Vision
Frameworks
TensorFlow
#computer-vision#deep-learning#machine-learning

john-rocky/CoreML-Models

Converted CoreML Model Zoo - a collection of pre-trained machine learning models for iOS apps.

1.7K
Archived
Computer Vision
iOS
Swift
#coreml#machine-learning#object-detection

kakaobrain/fast-autoaugment

Fast AutoAugment is an official PyTorch implementation for automatic data augmentation.

1.6K
Archived
Python
PyTorch
#augmentation#automated-machine-learning#deep-learning

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