├── .gitattributes ├── README.md ├── YOLOv2-Darkflow.ipynb ├── images ├── YOLO_prediction1.png ├── YOLO_prediction3.png ├── insan.jpg └── istiklal.jpg └── presentation.odp /.gitattributes: -------------------------------------------------------------------------------- 1 | *.odp filter=lfs diff=lfs merge=lfs -text 2 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | 2 | # Object Detection 3 | 4 | 5 | Presentation file on Convolutional Neural Networks: Object Detection in the 12th week of [inzva's](https://inzva.com/) the [deepLearning.ai](https://www.deeplearning.ai/) Working Group 6 | :paperclip: [Download file](presentation.odp) 7 | 8 | 9 | ### Darkflow Demo 🖥️ 10 | Demo using pre-trained weight files with Darkflow 11 | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/yavuzKomecoglu/Object-Detection/blob/master/YOLOv2-Darkflow.ipynb) 12 | 13 | 14 | ## YOLO 15 | ### Frameworks 16 | * [darknet framework](https://pjreddie.com/darknet/yolo/) 17 | * [darknet - YOLO - windows install](https://github.com/AlexeyAB/darknet#how-to-compile-on-windows-using-vcpkg) 18 | 19 | 20 | ### Papers 21 | * [YOLOv3 - paper](https://pjreddie.com/media/files/papers/YOLOv3.pdf) 22 | * [YOLOv1 - paper](https://pjreddie.com/media/files/papers/yolo_1.pdf) 23 | 24 | ### Tutorial 25 | * [(TR) Real Time Object Detection with YOLOv2 - Part 1: Installation and Demo](https://medium.com/deep-learning-turkiye/yolov2-ile-ger%C3%A7ek-zamanl%C4%B1-nesne-tespiti-b%C3%B6l%C3%BCm-1-kurulum-ve-demo-f3d0c72e4a28) 26 | 27 | * [(TR) How to build a custom object detector using YOLOv2? - Part 2](https://medium.com/deep-learning-turkiye/yolov2-ile-kendi-%C3%B6zel-ki%C5%9Fi-yada-nesnemizin-alg%C4%B1lanmas%C4%B1n%C4%B1-nas%C4%B1l-sa%C4%9Flar%C4%B1z-b%C3%B6l%C3%BCm-2-c717f5231e46) 28 | 29 | * [(TR) Stanford Cheatsheet - CS 230 - Deep Learning - Object Detection](https://stanford.edu/~shervine/l/tr/teaching/cs-230/cheatsheet-convolutional-neural-networks#object-detection) 30 | 31 | ## TensorFlow Object Detection API 32 | * [TensorFlow Object Detection API](https://github.com/tensorflow/models/tree/master/research/object_detection) 33 | 34 | 35 | ## Documents 36 | * [Object Localization and Detection](https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html) 37 | * [Object Detection Metrics](https://github.com/rafaelpadilla/Object-Detection-Metrics) 38 | 39 | 40 | 41 | ## Others 42 | * [A paper list of object detection using deep learning](https://github.com/hoya012/deep_learning_object_detection) 43 | * [This is a list of awesome articles about object detection](https://github.com/amusi/awesome-object-detection) 44 | 45 | 46 | ## My prediction results with YOLO 47 | ![YOLO_prediction1](/images/YOLO_prediction1.png) 48 | ![YOLO_prediction3](/images/YOLO_prediction3.png) 49 | -------------------------------------------------------------------------------- /images/YOLO_prediction1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yavuzKomecoglu/Object-Detection/2110fcea3d8fed2805951a598270d140b0862ac0/images/YOLO_prediction1.png -------------------------------------------------------------------------------- /images/YOLO_prediction3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yavuzKomecoglu/Object-Detection/2110fcea3d8fed2805951a598270d140b0862ac0/images/YOLO_prediction3.png -------------------------------------------------------------------------------- /images/insan.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yavuzKomecoglu/Object-Detection/2110fcea3d8fed2805951a598270d140b0862ac0/images/insan.jpg -------------------------------------------------------------------------------- /images/istiklal.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yavuzKomecoglu/Object-Detection/2110fcea3d8fed2805951a598270d140b0862ac0/images/istiklal.jpg -------------------------------------------------------------------------------- /presentation.odp: -------------------------------------------------------------------------------- 1 | version https://git-lfs.github.com/spec/v1 2 | oid sha256:b35e82a0459553ae307a750ac95e91e9f832ff21256765a3b30323648bb5eabb 3 | size 52792491 4 | --------------------------------------------------------------------------------