There are 12 repositories under object-recognition topic.
A curated list of action recognition and related area resources
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Pre-trained models, data, code & materials from the paper "ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness" (ICLR 2019 Oral)
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
Deep Learning Computer Vision Algorithms for Real-World Use
Simple project to recognize hands in realtime. 👋 Serves as an Example for building your own object recognizer.
Make drawing and labeling bounding boxes easy as cake
🟣 Object detection of abstract shapes with neural networks
Face mask detection system using Deep learning.
:gem: "Marker-less Augmented Reality" with OpenCV and OpenGL.
HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)
An example of using Tensorflow with Unity for image classification and object detection.
A curated list of visual relationship detection and related area resources
👁 👂 Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres
A Box detection algorithm for any image containing boxes.
SURF - Speeded Up Robust Features - source code
Object-recognition using multiple templates in python
An example of using Tensorflow and ONNX models with Unity Barracuda inference engine for image classification and object detection.
CORe50: a new Dataset and Benchmark for Continual Learning
Data, code & materials from the paper "Generalisation in humans and deep neural networks" (NeurIPS 2018)
Object Recognition using TensorFlow and Java
A collection of SOTA Image Classification Models in PyTorch
Vehicle make and model classification in Tensorflow by fine-tuning VGG16
The ORBIT dataset is a collection of videos of objects in clean and cluttered scenes recorded by people who are blind/low-vision on a mobile phone. The dataset is presented with a teachable object recognition benchmark task which aims to drive few-shot learning on challenging real-world data.
High level python script that looks at a folder of video files and tells you which files contain people.
This is the python implementation of openvino models.
As a part of the HAKE project (HAKE-Object), code for SymNet (CVPR'20 and TPAMI'21).
Deep Co-occurrence Feature Learning for Visual Object Recognition (CVPR 2017)
Deep learning, Convolutional neural networks, Image processing, Document processing, Table detection, Page object detection, Table classification. https://www.sciencedirect.com/science/article/pii/S0925231221018142
Data and materials from the paper "Comparing deep neural networks against humans: object recognition when the signal gets weaker" (arXiv 2017)
[WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network
Fiji plugin for object(s) detection using template(s) matching
This repository implements a simple YOLO algorithm for detection of birds and other aerial obstacles for drones to avoid collision during flight.
The repository contains labelled images of guns taken from various sources.