Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
- ultralytics
- yolov8
- yolo
- deep-learning
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Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.
- yolov5
- object-detection
- pytorch
- onnx
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
- pytorch
- resnet
- pretrained-models
- pretrained-weights
Label Studio is a multi-type data labeling and annotation tool with standardized output format
- computer-vision
- deep-learning
- image-annotation
- annotation-tool
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
- artificial-intelligence
- attention-mechanism
- transformers
- computer-vision
CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.
- video-annotation
- computer-vision
- computer-vision-annotation
- image-annotation
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
- deep-learning
- pytorch
- grad-cam
- visualizations
Refine high-quality datasets and visual AI models
X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.
Translated[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. An open-source multimodal dialogue model with performance close to GPT-4o
- image-classification
- image-text-retrieval
- llm
- semantic-segmentation
Gluon CV Toolkit
A treasure chest for visual classification and recognition powered by PaddlePaddle
- image-classification
- knowledge-distillation
- autoaugment
- randaugment
Differentiable architecture search for convolutional and recurrent networks
- deep-learning
- automl
- image-classification
- language-modeling
OpenMMLab Pre-training Toolbox and Benchmark
- image-classification
- resnet
- mobilenet
- pytorch
A library for transfer learning by reusing parts of TensorFlow models.
- tensorflow
- machine-learning
- transfer-learning
- embeddings
Accelerated deep learning R&D
Sandbox for training deep learning networks
- machine-learning
- deep-learning
- mxnet
- gluon
A cross-platform video structuring (video analysis) framework based on CV models & mLLM.
Images to inference with no labeling (use foundation models to train supervised models).
- computer-vision
- model-distillation
- auto-labeling
- deep-learning
Deep Learning Server and CLI for Torch and TensorRT
The collection of pre-trained, state-of-the-art AI models for ailia SDK
- deep-learning
- face-recognition
- face-detection
- object-detection
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
- pytorch
- imbalanced-data
- image-classification
- data-sampling
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
- deep-learning
- foundation-models
- image-classification
- mamba
Implementation of EfficientNet model. Keras and TensorFlow Keras.
- classification
- imagenet
- efficientnet
- pretrained-models