Jupyter Notebook object-detection

Open-source Jupyter Notebook projects categorized as object-detection

Top 23 Jupyter Notebook object-detection Projects

object-detection
  1. 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 RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. YOLOv6

    YOLOv6: a single-stage object detection framework dedicated to industrial applications.

  4. Yet-Another-EfficientDet-Pytorch

    The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.

  5. simple-faster-rcnn-pytorch

    A simplified implemention of Faster R-CNN that replicate performance from origin paper

  6. OwnPhotos

    Self hosted alternative to Google Photos

  7. yolov3-tf2

    YoloV3 Implemented in Tensorflow 2.0

  8. 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

  9. Entity

    EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

  10. LLVIP

    LLVIP: A Visible-infrared Paired Dataset for Low-light Vision

  11. TACO

    🌮 Trash Annotations in Context Dataset Toolkit (by pedropro)

  12. TrainYourOwnYOLO

    Train a state-of-the-art yolov3 object detector from scratch!

  13. sports

    Cool experiments at the intersection of Computer Vision and Sports ⚽🏃

  14. SipMask

    SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

  15. roboflow-100-benchmark

    Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

  16. fasterrcnn-pytorch-training-pipeline

    PyTorch Faster R-CNN Object Detection on Custom Dataset

  17. HugsVision

    HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

  18. fashionpedia-api

    Python API for Fashionpedia Dataset

  19. auto_annotate

    Labeling is boring. Use this tool to speed up your next object detection project!

  20. Deepstream

    yolov3, yolo12, dino, segmenations, face, pose, keypoints on deepstream

  21. vision-camera-realtime-object-detection

    VisionCamera Frame Processor Plugin to detect objects using TensorFlow Lite Task Vision

  22. 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.

  23. YOLOV7-OBJECT-COUNTER-V1.2

    Distance Detector (People) with Yolov7

  24. coral-pi-rest-server

    Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

    Project mention: Coral NPU: A full-stack platform for Edge AI | news.ycombinator.com | 2025-10-16

    They were completely sold out for 2-3 years (2020 onwards), and Google wiped documentation (https://coral.ai/products/accelerator/ redirects to the main page, which has no reference to the original Coral). I can't tell where there's an official place to buy this. I see some on Amazon, but that might be resold.

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).

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Index

What are some of the best open-source object-detection projects in Jupyter Notebook? This list will help you:

# Project Stars
1 notebooks 9,539
2 YOLOv6 5,885
3 Yet-Another-EfficientDet-Pytorch 5,254
4 simple-faster-rcnn-pytorch 4,033
5 OwnPhotos 2,764
6 yolov3-tf2 2,517
7 Getting-Things-Done-with-Pytorch 2,494
8 Entity 1,045
9 LLVIP 834
10 TACO 737
11 TrainYourOwnYOLO 674
12 sports 550
13 SipMask 337
14 roboflow-100-benchmark 292
15 fasterrcnn-pytorch-training-pipeline 274
16 HugsVision 199
17 fashionpedia-api 183
18 auto_annotate 163
19 Deepstream 120
20 vision-camera-realtime-object-detection 118
21 Real-time-Object-Detection-for-Autonomous-Driving-using-Deep-Learning 89
22 YOLOV7-OBJECT-COUNTER-V1.2 87
23 coral-pi-rest-server 70

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