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ultralytics/yolov5

YOLOv5 is a state-of-the-art computer vision model for object detection, segmentation, and classification.

56.9K
Active
Python
Computer Vision
PyTorch
#object-detection#image-segmentation#image-classification

ultralytics/ultralytics

YOLO models for computer vision tasks

54.0K
Active
Python
Computer Vision
PyTorch
#yolo#object-detection#image-classification

roboflow/supervision

Reusable computer vision tools for developers

36.6K
Active
Python
Computer Vision
Python
#computer-vision#image-processing#deep-learning

huggingface/pytorch-image-models

A collection of PyTorch image encoders/backbones with training, evaluation, and inference scripts.

36.4K
Active
Python
LLM Frameworks
Full-Stack Frameworks
Next.js
#PyTorch#Image Models#Deep Learning

hankcs/HanLP

Multilingual NLP toolkit for production with PyTorch/TensorFlow

36.2K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#nlp#pytorch#tensorflow

explosion/spaCy

Industrial-strength NLP library for Python with pretrained models and fast processing

33.3K
Stable
Python
LLM Frameworks
CLI Tools
spaCy
#nlp#machine-learning#python

HumanSignal/label-studio

Open-source data labeling tool for AI/ML projects

26.6K
Active
TypeScript
Computer Vision
Testing
#data-labeling#annotation-tool#computer-vision

facebookresearch/fastText

fastText for efficient text representation and classification

26.5K
Archived
HTML
Inference
CLI Tools
#fastText#text-classification#NLP

WZMIAOMIAO/deep-learning-for-image-processing

Deep learning tutorial for image processing with PyTorch and TensorFlow2

26.1K
Stable
Python
Computer Vision
Tutorials & Courses
PyTorch
#deep-learning#image-processing#pytorch

HumanSignal/labelImg

Image annotation tool for computer vision projects

24.8K
Archived
Python
Computer Vision
CLI Tools
#image-annotation#computer-vision#data-labeling

serengil/deepface

DeepFace is a lightweight Python library for face recognition and facial attribute analysis, including age, gender, emotion, and race detection.

22.3K
Active
Python
Computer Vision
Python
#face-recognition#facial-analysis#deep-learning

microsoft/LightGBM

A high-performance gradient boosting framework for machine learning tasks like ranking, classification, and more.

18.1K
Active
C++
ML Ops
Python
#machine-learning#gradient-boosting#data-mining

microsoft/Swin-Transformer

An official implementation of the Swin Transformer, a hierarchical vision transformer for image classification and segmentation.

15.7K
Archived
Python
Computer Vision
PyTorch
#computer-vision#image-classification#image-segmentation

wkentaro/labelme

A Python library for image polygonal annotation with support for various shapes and flags.

15.6K
Active
Python
React
#image-annotation#computer-vision#deep-learning

cvat-ai/cvat

CVAT is an industry-leading data engine for machine learning, trusted by teams for annotating data at scale.

15.4K
Active
Python
Computer Vision
PyTorch
#annotation#computer-vision#dataset

albumentations-team/albumentations

Fast and flexible image augmentation library for computer vision and machine learning projects.

15.3K
Experimental
Python
Computer Vision
Python
#augmentation#deep-learning#image-processing

mlfoundations/open_clip

Open source implementation of CLIP, a contrastive learning model for multi-modal tasks like zero-shot classification.

13.5K
Stable
Python
Computer Vision
PyTorch
#computer-vision#contrastive-learning#pretrained-model

chenyuntc/pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

12.8K
Archived
Jupyter Notebook
Frameworks
PyTorch
#deep-learning#neural-networks#computer-vision

jacobgil/pytorch-grad-cam

Advanced AI Explainability library for computer vision models built with PyTorch.

12.7K
Experimental
Python
Computer Vision
PyTorch
#computer-vision#explainable-ai#grad-cam

PaddlePaddle/PaddleSpeech

Open-source speech toolkit with state-of-the-art ASR, TTS, translation, and audio processing capabilities.

12.5K
Active
Python
AI Voice & Speech
Python
#speech-recognition#speech-synthesis#speech-translation
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