Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

python tracking machine-learning computer-vision deep-learning pytorch yolo image-classification object-detection object-tracking semantic-segmentation pose-estimation instance-segmentation ultralytics rotated-object-detection yolov8 segment-anything yolo11 yolo26 yolo27

• Updated Nov 12, 2026
• Python

Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

computer-vision deep-learning inference pytorch yolo image-classification object-detection tensorrt instance-segmentation model-training coreml onnx model-export tflite yolov5 ultralytics

• Updated Nov 7, 2026
• Python

We write your reusable computer vision tools. 💜

python tracking machine-learning computer-vision deep-learning metrics tensorflow image-processing pytorch video-processing yolo classification coco object-detection hacktoberfest pascal-voc low-code instance-segmentation oriented-bounding-box

• Updated Nov 12, 2026
• Python

OpenMMLab Detection Toolbox and Benchmark

pytorch fast-rcnn transformer yolo ssd faster-rcnn object-detection glip instance-segmentation mask-rcnn retinanet semisupervised-learning panoptic-segmentation cascade-rcnn detr vision-transformer swin-transformer convnext rtmdet grounding-dino

• Updated Aug 21, 2024
• Python

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

tensorflow keras object-detection instance-segmentation mask-rcnn

• Updated Jun 7, 2024
• Python

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

python computer-vision deep-learning image-annotation video-annotation annotations classification semantic-segmentation instance-segmentation

• Updated Nov 12, 2026
• Python

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

faster-rcnn face-detection object-detection human-pose-estimation human-activity-recognition multi-object-tracking instance-segmentation mask-rcnn yolov3 deepsort fcos blazeface yolov5 detr pp-yolo fairmot yolox picodet yolov7 rt-detr

• Updated May 28, 2026
• Python

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.

machine-learning ocr ai computer-vision deep-learning point-cloud sam yolo image-classification object-detection pose-estimation paddlepaddle instance-segmentation image-matting image-labeling-tool onnxruntime image-annotation-tool rotated-object-detection vision-language-model groundingdino

• Updated Nov 8, 2026
• Python

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

machine-learning computer-vision object-detection sota instance-segmentation detr rf-detr

• Updated Nov 12, 2026
• Python

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

python machine-learning computer-vision deep-learning satellite tiling pytorch remote-sensing coco object-detection hacktoberfest instance-segmentation explainable-ai large-image oriented-object-detection huggingface small-object-detection fiftyone open-vocabulary-detection yolo26

• Updated Nov 1, 2026
• Python

A simple, fully convolutional model for real-time instance segmentation.

real-time realtime pytorch instance-segmentation yolact

• Updated Sep 9, 2025
• Python

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

machine-learning computer-vision deep-learning remote-sensing object-detection satellite-imagery earth-observation instance-segmentation

• Updated Jul 14, 2022

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

ocr solo text-recognition object-detection text-detection instance-segmentation fcos abcnet adelaidet blendmask meinst solov2 condinst boxinst densecl

• Updated Aug 23, 2024
• Python

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

slam place-recognition semantic-segmentation 3d-reconstruction depth-estimation visual-odometry feature-matching rgbd-slam instance-segmentation depth-prediction loop-closure local-features semantic-mapping global-features scene-understanding volumetric-reconstruction stereo-slam semantic-understanding gaussian-splatting end-to-end-reconstruction

• Updated Oct 25, 2026
• Python

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

detection transformers face yolo object-detection tensorrt instance-segmentation onnx detr yolox yolov6 detextron2 yolov7

• Updated Nov 18, 2023
• Python

A Simple and Versatile Framework for Object Detection and Instance Recognition

mxnet object-detection instance-segmentation

• Updated Sep 23, 2021
• Python

Images to inference with no labeling (use foundation models to train supervised models).

machine-learning computer-vision deep-learning image-annotation pytorch image-classification object-detection instance-segmentation labeling-tool multimodal yolov5 model-distillation foundation-models auto-labeling yolov8 segment-anything grounding-dino

• Updated Sep 29, 2026
• Python

Unofficial implemention of lanenet model for real time lane detection

deep-learning tensorflow self-driving-car lane-finding lane-detection instance-segmentation lane-lines-detection lanenet

• Updated Dec 8, 2023
• Python

Turn any computer or edge device into a command center for your computer vision projects.

python docker machine-learning computer-vision deployment inference classification object-detection vit agents inference-server jetson tensorrt instance-segmentation onnx inference-api yolov5 yolov8 yolo11 yolov12

• Updated Nov 12, 2026
• Python

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

deep-learning transformers image-classification object-detection semantic-segmentation mamba visual-recognition instance-segmentation self-attention hybrid-models huggingface-transformers vision-transformer foundation-models

• Updated Mar 11, 2026
• Python