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The Top 10 Object Detection Open Source Projects
Open source projects categorized as Object Detection
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ultralytics/yolov5
⭐
44,755
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
dependent packages
0
total releases
0
most recent commit
over 2 years ago
mudler/LocalAI
⭐
43,453
:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more. Features: Generate Text, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference
dependent packages
0
total releases
0
most recent commit
3 months ago
facebookresearch/detectron2
⭐
27,842
Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
open-mmlab/mmdetection
⭐
26,886
OpenMMLab Detection Toolbox and Benchmark
dependent packages
0
total releases
0
most recent commit
over 2 years ago
matterport/Mask_RCNN
⭐
23,745
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
dependent packages
0
total releases
0
most recent commit
over 2 years ago
AlexeyAB/darknet
⭐
21,048
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
dependent packages
0
total releases
0
most recent commit
over 2 years ago
WZMIAOMIAO/deep-learning-for-image-processing
⭐
18,759
deep learning for image processing including classification and object-detection etc.
dependent packages
0
total releases
0
most recent commit
over 2 years ago
ultralytics/ultralytics
⭐
18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages
0
total releases
0
most recent commit
over 2 years ago
blakeblackshear/frigate
⭐
13,106
NVR with realtime local object detection for IP cameras
dependent packages
0
total releases
0
most recent commit
over 2 years ago
albumentations-team/albumentations
⭐
12,998
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages
0
total releases
0
most recent commit
over 2 years ago
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