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Top 23 Jupyter Notebook object-detection Projects
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notebooks
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.
Project mention: Roboflow Notebooks: 60+ computer vision modeling notebooks | news.ycombinator.com | 2024-10-22 -
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Yet-Another-EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
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simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
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InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
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SipMask
SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)
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roboflow-100-benchmark
Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets
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vision-camera-realtime-object-detection
VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision
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Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning
My Computer Vision project from my Computer Vision Course (Fall 2020) at Goethe University Frankfurt, Germany. Performance comparison between state-of-the-art Object Detection algorithms YOLO and Faster R-CNN based on the Berkeley DeepDrive (BDD100K) Dataset.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Jupyter Notebook object-detection discussion
Jupyter Notebook object-detection related posts
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BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
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Do you recommend Orange PI for ML or LLM projects?
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Exploring the relationships between deprivation and litter on the streets of Glasgow
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Framework for machine learning?
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Mini PC for AI
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What are some USB devices worth using in a Home Lab Environment?
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Is a PCIe x1 enough for light ML tasks
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A note from our sponsor - Sevalla
sevalla.com | 1 Sep 2025
Index
What are some of the best open-source object-detection projects in Jupyter Notebook? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | notebooks | 8,263 |
| 2 | automl | 6,391 |
| 3 | YOLOv6 | 5,826 |
| 4 | Yet-Another-EfficientDet-Pytorch | 5,260 |
| 5 | simple-faster-rcnn-pytorch | 4,021 |
| 6 | OwnPhotos | 2,779 |
| 7 | yolov3-tf2 | 2,514 |
| 8 | Getting-Things-Done-with-Pytorch | 2,430 |
| 9 | Entity | 1,031 |
| 10 | LLVIP | 743 |
| 11 | TrainYourOwnYOLO | 667 |
| 12 | TACO | 655 |
| 13 | sports | 511 |
| 14 | SipMask | 334 |
| 15 | roboflow-100-benchmark | 277 |
| 16 | fasterrcnn-pytorch-training-pipeline | 255 |
| 17 | HugsVision | 196 |
| 18 | fashionpedia-api | 171 |
| 19 | auto_annotate | 159 |
| 20 | vision-camera-realtime-object-detection | 112 |
| 21 | Deepstream | 100 |
| 22 | YOLOV7-OBJECT-COUNTER-V1.2 | 86 |
| 23 | Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning | 82 |
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