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90 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.

Jeelizfacefilter ⭐ 2,570

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

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

Torch Cam ⭐ 1,695

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

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

Jeelizweboji ⭐ 1,050

JavaScript/WebGL real-time face tracking and expression detection library. Build your own emoticons animated in real time in the browser! SVG and THREE.js integration demos are provided.

Tf Explain ⭐ 934

Interpretability Methods for tf.keras models with Tensorflow 2.x

Quickdraw ⭐ 851

Implementation of Quickdraw - an online game developed by Google

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Minimal Hand ⭐ 706

A minimal solution to hand motion capture from a single color camera at over 100fps. Easy to use, plug to run.

Grad Cam ⭐ 652

[ICCV 2017] Torch code for Grad-CAM

Cam2bev ⭐ 627

TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.

Keras Grad Cam ⭐ 473

An implementation of Grad-CAM with keras

Poor Mans Deep Learning Camera ⭐ 399

Build a thin client deep learning camera with the Raspberry Pi, Flask, and YOLO

People Counting In Real Time ⭐ 365

People Counting in Real-Time with an IP camera.

Geomapnet ⭐ 294

Geometry-Aware Learning of Maps for Camera Localization (CVPR2018)

Mobilenet Ssd Realsense ⭐ 284

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

Generating RGB photos from RAW image files with PyNET

Rppg Toolbox ⭐ 231

rPPG-Toolbox: Deep Remote PPG Toolbox (NeurIPS 2023)

Toolkit to Hack Your Deep Learning Models

Understanding Nn ⭐ 222

Tensorflow tutorial for various Deep Neural Network visualization techniques

Visualisation tool for CNNs in pytorch

Ml Auto Baseball Pitching Overlay ⭐ 219

⚾🤖⚾ Automatic baseball pitching overlay in realtime

Retrieval 2017 Cam ⭐ 206

Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)

Morefusion ⭐ 201

MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion, CVPR 2020

Humanfalldetection ⭐ 198

Real-time, Multi-person & Multi-camera Fall Detector in Python

Footprints ⭐ 192

[CVPR 2020] Estimation of the visible and hidden traversable space from a single color image

Holography ⭐ 189

A small demo using WebXR and Deep Learning to create Holograms of people

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018

Chexnet With Localization ⭐ 181

Weakly Supervised Learning for Findings Detection in Medical Images

Grad_cam_plus_plus ⭐ 176

A generalized gradient-based CNN visualization technique

Deeptam ⭐ 174

DeepTAM: Deep Tracking and Mapping https://lmb.informatik.uni-freiburg.de/people/zhou

Cnn Visualization ⭐ 171

TensorFlow implementations of visualization of convolutional neural networks, such as Grad-Class Activation Mapping and guided back propagation

Deep Rppg ⭐ 162

Deep learning (neural network) based remote photoplethysmography: how to extract pulse signal from video using deep learning tools

Weakly Supervised Panoptic Segmentation ⭐ 152

Weakly- and Semi-Supervised Panoptic Segmentation (ECCV18)

DREAM: Deep Robot-to-Camera Extrinsics for Articulated Manipulators (ICRA 2020)

Camerasr ⭐ 122

Camera Lens Super-Resolution in CVPR 2019

Learningrigidity ⭐ 110

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation (ECCV 2018)

Pynet Bokeh ⭐ 97

Rendering Realistic Bokeh Images with PyNET

Homesecurity ⭐ 96

Security camera with Raspberry pi and NVIDIA Jetson platforms

Sign2text ⭐ 92

Real-time AI-powered translation of American sign language to text

Evdodgenet ⭐ 92

EVDodgeNet: Deep Dynamic Obstacle Dodging with event cameras

Easy Yolo ⭐ 91

Yolo (Real time object detection) model training tutorial with deep learning neural networks

Pytorch Android ⭐ 91

[EXPERIMENTAL] Demo of using PyTorch 1.0 inside an Android app. Test with your own deep neural network such as ResNet18/SqueezeNet/MobileNet v2 and a phone camera.

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Deep_sort_yolov3 ⭐ 88

yolo做行人检测+deep-sort做匹配，端对端做多目标跟踪

CVPR 2018 Spotlight: MapNet: Geometry-Aware Learning of Maps for Camera Localization

Code for "CMRNet: Camera to LiDAR-Map Registration" (ITSC 2019) - WIP

Grad Cam ⭐ 77

🌈 📷 Gradient-weighted Class Activation Mapping (Grad-CAM) Demo

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos

Multi Camera Object Tracking Via Transferring Representation To Top View ⭐ 75

Multi-Camera Object Tracking via Deep Metric Learning

Deep_learning_for_camera_trap_images ⭐ 71

This repo contains code+pre-trained models for extracting information from camera-trap images. The pre-trained models have been trained on the Snapshot Serengeti dataset.

Ai Thermometer ⭐ 69

Code for automatically measuring the temperature of people using a thermal camera.

Deep Camera Relocalization ⭐ 62

VidLoc: A Deep Spatio-Temporal Model for 6-DoF Video-Clip Relocalization, Geometric loss functions for camera pose regression with deep learning, PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization

YOLOv3 Implementation in TensorFlow 1.1X

Kaggle Camera Model Identification ⭐ 58

Code for reproducing 2nd place solution for Kaggle competition IEEE's Signal Processing Society - Camera Model Identification

Holicity ⭐ 56

HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures

Relativecamerapose ⭐ 53

Relative Camera Pose Estimation Using Convolutional Neural Networks

Fai Notes ⭐ 52

Some notes, tutorials, and some experimentation with the fast.ai library (https://github.com/fastai/fastai)

Object Detection and Analysis Made easy using Raspberry Pi, Apache Kafka, AWS Rekognition & Docker

Color_recognizer ⭐ 50

Small project to learn neuronal network with classifying some basic colors based on Decision Tree Classifier and webcam input

Timeseries ⭐ 49

Time Series package for fastai v2

🔎A Currency Detection app for the visually impaired which automatically recognizes and tells which Indian currency note is clicked by the camera using Computer/Phone audio and TensorFlow model in the background🔎

Rich Mans Deep Learning Camera ⭐ 47

Building a Self Contained Deep Learning Camera with the NVIDIA Jetson and Python

📹 Tensorflow implementation of RCCN visual odometry by Wang et al.

Deep Stereo ⭐ 46

Use deep learning to estimate virtual views

Dnn.cool ⭐ 42

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

Camera Relocalisation ⭐ 39

Implementation of "Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network" by Z.Laskar et al.

Nn_interpretability ⭐ 37

Pytorch implementation of various neural network interpretability methods

Spring2018 ⭐ 36

Computer Vision Course at IITB, Spring 2018

Compennet ⭐ 33

[CVPR'19] End-to-end Projector Photometric Compensation

Awesome Self Driving Cars ⭐ 32

Curated List of Self-Driving Cars Resources

Sports Camera Calibration via Synthesic Data

A proof of concept iOS project combines Deep Learning with IPFS and Ethereum Blockchain to make network cameras achieve the unachievable.

Merged_depth ⭐ 30

Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models

Raspi Driving Car ⭐ 30

Capstone Auto RC Car

Sensor-Independent Illumination Estimation for DNN Models (BMVC 2019)

A POC project for OpenCV Spatial AI Competition

Ma Rppg Video Toolbox ⭐ 28

The source code and pre-trained models for Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing (WACV 2024, Oral).

Facial Recognition Attendance System ⭐ 27

An attendance system which uses facial recognition to detect which people are present in any image.

Deepparking ⭐ 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

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.

Live Video Sketching Through Webcam Using Opencv Python ⭐ 25

Computer Vision model creates a live video sketch of frames through real time web cam video. Source code is written in python and model is based on OpenCV. Keras and Numpy have been used to optimize the performance of the model and posterize frames

Deep_grasp_demo ⭐ 25

Deep learning for grasp detection within MoveIt.

Code for Geo-Supervised Visual Depth Prediction

Unity Ml Environments ⭐ 22

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

Noone_video ⭐ 22

Make faces blurred for videos using DNN

Ppe Detection Yolo Deep_sort ⭐ 22

Real-time PPE detection and tracking using YOLO v3 and deep_sort

Behavior Cloning ⭐ 21

end to end learning for self-driving

Object Detecion Via Smartphone Camera Using Faster R Cnn ⭐ 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

Yolo_object_detector ⭐ 20

Object detector in ROS using deep learning in Darknet - Yolo

Class Activation Mappings ⭐ 20

Visualizing where the Convolution Network is looking through CAM.

Climate_learn ⭐ 20

Deep learning for climate modeling.

Class_activation_map ⭐ 20

PyTorch implementation of "Learning Deep Features for Discriminative Localization"

Grad Cam Pycaffe ⭐ 20

grad-CAM visulization technique of pycaffe, regression task of Medical Image.

Smoothgradcamplusplus ⭐ 19

The re-implementation of Smooth Grad-CAM++ with pytorch

See Inside Cnn ⭐ 19

Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras

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