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Search results for machine learning camera
camera
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machine-learning
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74 search results found
Pytorch Grad Cam
⭐
8,723
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Jetson Inference
⭐
7,038
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Objectron
⭐
1,958
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat
Deepcamera
⭐
1,506
Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more
Thing Translator
⭐
1,232
📷 🗣 Point your camera at things to hear how to say them in a different language
Tf Explain
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934
Interpretability Methods for tf.keras models with Tensorflow 2.x
Cameratraps
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635
PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.
Cam2bev
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627
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
Esp32 Cam_mjpeg2sd
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620
ESP32 Camera motion capture application to record JPEGs to SD card as AVI files and stream to browser as MJPEG. If a microphone is installed then a WAV file is also created. Files can be uploaded via FTP or downloaded to browser.
Mediadevices
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491
Go implementation of the MediaDevices API.
React Native Fast Tflite
⭐
429
🔥 High-performance TensorFlow Lite library for React Native with GPU acceleration
Mlmodelcamera
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304
A camera app to test .mlmodel files.
Chexnet Keras
⭐
277
This project is a tool to build CheXNet-like models, written in Keras.
Amazon Rekognition Video Analyzer
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254
A working prototype for capturing frames off of a live MJPEG video stream, identifying objects in near real-time using deep learning, and triggering actions based on an objects watch list.
Darkon
⭐
229
Toolkit to Hack Your Deep Learning Models
Grad Cam Tensorflow
⭐
228
tensorflow implementation of Grad-CAM (CNN visualization)
Ml Auto Baseball Pitching Overlay
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219
⚾🤖⚾ Automatic baseball pitching overlay in realtime
Ecosnap
⭐
210
Recycle your plastic better with Artificial Intelligence ♻️
Hand_tracking_samples
⭐
207
👋 👌 research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs
Morefusion
⭐
201
MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion, CVPR 2020
Devicehive Video Analysis
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143
Pedestrian Cam
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104
Monitoring Foot Traffic over IP Webcams with ML
Sign Language Recognition
⭐
102
✌️ 👌 ✊ 📷 Sign Language Recognition using Python
Camera Trap Ml Survey
⭐
98
Everything I know about machine learning and camera traps.
Nativescript Yoonit Camera
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94
The most advanced and modern NativeScript Camera module for Android and iOS with a lot of awesome features
Sign2text
⭐
92
Real-time AI-powered translation of American sign language to text
Mlkit_demo
⭐
92
[Deprecated] Example app using mlkit with a live camera view
Easy Yolo
⭐
91
Yolo (Real time object detection) model training tutorial with deep learning neural networks
Scarecrow
⭐
87
A Raspberry Pi powered, distributed (edge) computing camera setups that runs a Tensorflow object detection model to determine whether a person is on the camera. A plugin model allows actions based on the detection, such as playing audio, turning on lights, or triggering an Arduino.
Rps Cv
⭐
78
A Rock-Paper-Scissors game using computer vision and machine learning on Raspberry Pi
Grad Cam
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77
🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo
Zamba
⭐
76
A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos
Torchvideo
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74
🎥 Datasets, transforms and samplers for video in PyTorch
Detecting Road Features
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63
Detecting Road Features: identifying lane and vehicles boundaries in a video.
Maple Syrup Pi Camera
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54
Low power smart camera (3D printed) based on the Raspberry Pi Zero W and Google Coral EdgeTPU
Color_recognizer
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50
Small project to learn neuronal network with classifying some basic colors based on Decision Tree Classifier and webcam input
Ml Formulas
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48
機械学習・統計学・理論計算科学などに出てくる等式・不等式を集めていきます
Ios Bootstrap
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44
Bootstrap your Lobe machine learning model with our iOS starter project.
Vision Camera Image Labeler
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43
VisionCamera Frame Processor Plugin to label images using MLKit Vision
Meething Ml Camera
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41
Machine-Learning powered Virtual Camera with SVG Animation (alpha)
People Detector
⭐
40
High level python script that looks at a folder of video files and tells you which files contain people.
Advis.js
⭐
39
[Tensorflow.js] AdVis: Exploring real-time Adversarial Attacks in the browser with Fast Gradient Sign Method.
Image Detection Samples
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34
This sample app supports "Building a MVP with Face recognition and AR" and "Quest of a Hero part 2" presentations as well as it has two different possibilities to build face detection mechanism. The first one is OpenCV based and the second one is by means of Camera 2 API
Raspi Driving Car
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30
Capstone Auto RC Car
Real Time Abnormal Events Detection And Tracking In Surveillance System
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30
The main abnormal behaviors that this project can detect are: Violence, covering camera, Choking, lying down, Running, Motion in restricted areas. It provides much flexibility by allowing users to choose the abnormal behaviors they want to be detected and keeps track of every abnormal event to be reviewed. We used three methods to detect abnormal behaviors: Motion influence map, Pattern recognition models, State event model. For multi-camera tracking, we combined a single camera tracking algorit
Merged_depth
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30
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
Object Detection Flask Opencv
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29
👁️ A plain web application for real-time object detection via webcam, using Flask and OpenCV.
Moodify
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28
Moodify: Recognizes emotion from face, generates a suitable playlist in the music player
Cam Scroller
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28
Cam Scroller is an open-source Chrome extension that uses your webcam and deeplearn.js to enable scrolling through webpages using custom gestures that you define.
Deepparking
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27
Find vacant parking spots in indoor and outdoor locations
Raw2logit
⭐
27
In order to control processing-induced dataset drift we require two ingredients: raw sensor data and an image processing model. This code repository contains the materials for the second ingredient, the image processing models, as well as scripts to load data and run experiments. https://arxiv.org/abs/2211.02578
Facial Recognition Attendance System
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27
An attendance system which uses facial recognition to detect which people are present in any image.
Real Time Shape Detection
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26
CV/AI: use ARM Mali GPU on ODROID-XU4 single-board computer + OpenCL acceleration to achieve real time shape and orientation detection of fast moving objects
Object Size Detector Python
⭐
26
Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.
Face Mask Detector
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26
Face mask detector - Flutter application to detect face mask from image and live camera feed.
Natdevice
⭐
26
High performance, cross-platform media device streaming for Unity Engine.
Deep_grasp_demo
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25
Deep learning for grasp detection within MoveIt.
Scrapsort
⭐
24
A convnet classifier and hardware device to automatically sort recycling materials.
Xsightandroiddevchallenge
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22
#AndroidDevChallenge
Customvisionmicrosofttocoremldemoapp
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21
This app recognises 3 hand signs - fist, high five and victory hand [ rock, paper, scissors basically :) ] with live feed camera. It uses a HandSigns.mlmodel which has been trained using Custom Vision from Microsoft.
Object Detecion Via Smartphone Camera Using Faster R Cnn
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21
Detecting objects captured in the frame of a Smartphone Camera using Faster R-CNN algorithm. TensorFlow Object Detection API has been used for back end & OpenCV has been used to process the frames of video captured from Smartphone Camera. IPWebcam app is used to link Smarthphone to Object Detection Code
Climate_learn
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20
Deep learning for climate modeling.
Pose Estimation Rgbd
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19
3D pose estimation of an RGB-D camera using the least squares technique
Face Recognition Using Raspberry Pi
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18
A small project which does face detection using OpenCV library.
Intelligent Vehicle Perception Based On Inertial Sensing And Artificial Intelligence
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18
Intelligent Vehicle Perception Based on Inertial Sensing and Artificial Intelligence
Age Prediction
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17
This Project is an applicaton based on Computer vision and Machine learning implementation using regression supervised classification.
Tum Traffic Dataset Dev Kit
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17
TUM Traffic Dataset Development Kit
T_system
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16
the moving objects tracking system via two axis camera motion (and as optionally n joint robotic arm) for raspberry pi distributions
Video Recorder
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16
Unity ML-Agents Toolkit VideoRecorder Plugin
Faster Grad Cam
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16
Faster and more precisely than Grad-CAM
Whitebox Part1
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16
In this part, i've introduced and experimented with ways to interpret and evaluate models in the field of image. (Pytorch)
Android Machine Learning With Tensorflow
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15
Tensor Flow implementation for Android
3dmmdepthfitting
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15
Efficient 3D Morphable Model Face Fitting using Depth Sensing Technologies
Aisecuritycamera
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14
A simple Security Camera example which detects motion and perform face recognition
Explainableml Vision
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14
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.
Rpipico_digit_classification
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14
Identification of handwritten digit from images taken by a OV7670 camera module connected to a Raspberry Pi Pico and a 120x160 TFT LCD display. The Pi Pico running CircuitPython handles everything from image acquisition to post-processing and inference. This code is somewhat experimental, but it is fun to play with. For more information, please visit the project's webpage.
Camerax
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14
A camera plugin for flutter, which use CameraX on Android, native API on iOS, supports camera preview, capture and analyze.
Instagrain
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13
A camera for measuring sediment grain sizes with edge ML
Asl Live Detection
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12
To detect American Sign Language in real-time.
Self Driving Car
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12
Self driving car I built from scratch to learn basic electronics and ML. Raspberry Pi, Python, Tensor FLow, Keras.
Td Runway
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12
A Runway ML wrapper for TouchDesigner
Udacity Advance Lane Detection Of The Road
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12
Udacity Self-Driving Car Engineer Nanodegree Advanced Lane Finding Project. Identifying lanes using edge detection (Sobel operator, gradient of magnitude and direction, and HLS color space), camera calibration and unwarping (distortion correction and perspective transform), and polynomial fitting for the lanes.
Textdetect
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12
This app detects the text from the picture input using camera or photos gallery. The app uses MLVisionTextModel for on device detection. The Vision framework from MLKit of Google is used here.
Liooon Not A Liooon Classifier
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11
A troll app to check if an object seen by your camera is a lion. Uses iOS CoreML, Vision APIs
Ocr Android
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11
OCR-Android
Pre Trained Keras Example
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11
Example on how to use pre trained networks on new classification problems.
Radlens2.0
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10
RadLens web app upgraded and migrated to the Latest Tensorflow 2.0 and Tensorflow.js ver 1.0
Panda Autograsp
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10
An autonomous grasping solution for the Emika Franka Panda robot.
Nasaweb
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10
NASA CAMS (Camera for All Sky Surveillance) Meteor Shower Portal by SpaceML
Facedetectionlab
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9
A journey into Face Detection with Firebase ML Vision Kit
Axis Model Zoo
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9
Collection of machine learning models to use in Axis cameras
Cognitrack
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9
CogniTrack is an Artificial Intelligence powered person tracking system that acquires images from CCTV cameras and tracks individuals appearing in the frame in real-time.
Behavioral Cloning
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9
Deep Learning to Clone Driving Behavior
Rock Paper Scissor Vision
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8
Make the machine look at the hand of a person using live camera feed and recognise the postures made by the hand (rock, paper or scissor) in realtime using a convolutional neural network.
Ohm Snake
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8
Winner of The Lucky Wheel Hackathon: https://theluckywheel.techatjasmin.com/#results. A 3D snake game written in threejs, which uses Tensorflow (ML) to control the snake with head movements. Move your head left and right to control the snake and open your mouth to make the snake slower! All magic is rendered on the screen using Canvas API.
Cozmo Autonomous Driving
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8
Machine Learning for Cozmo Robot Autonomous Driving
U Cam
⭐
8
Visual Explanation using Uncertainty based Class Activation Maps
Hand Motion Identification For System Navigation And Control
⭐
7
A module to detect hand gestures on live feed of a camera using ML techniques to possibly control and navigate a system interface
Intervalometer
⭐
7
An intervalometer for Nikon cameras compatible with the Nikon ML-L3 remote.
Kaggle Camera
⭐
7
My solution to Kaggle challenge "IEEE Camera Model Identification" [top 3%]
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