To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.

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python Jupyter Notebook machine-learning computer-vision deep-learning cctv cctv-cameras neural-network motion-detection yolo image-classification convolutional-neural-networks object-detection cosine-similarity darknet euclidean-distances yolov3 frame-change-detection

general backbone

No description or website provided.

✭ 37

python backbone image-classification resnet data-augmentation cnn-pytorch

caltech birds

A set of notebooks as a guide to the process of fine-grained image classification of birds species, using PyTorch based deep neural networks.

✭ 29

Jupyter Notebook machine-learning deep-neural-networks deep-learning cnn pytorch image-classification manifold-learning pytorch-tutorial classification-model cub-200-2011 feature-attribution activation-maximization caltech-birds

ALPR System

Automatic License Plate Recognition System for Vietnamese Plates

✭ 71

python opencv tensorflow image-processing image-classification license-plate-recognition vietnamese-plates

VoiceNET.Library

.NET library to easily create Voice Command Control feature.

Transformer-in-Transformer

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

✭ 40

Jupyter Notebook python machine-learning deep-learning tensorflow artificial-intelligence transformer neural-networks image-classification attention-mechanism tnt sota

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

✭ 8,046

python imagenet image-classification object-detection semantic-segmentation mscoco mask-rcnn ade20k swin-transformer

deep-active-learning-pytorch

A PyTorch toolkit with 8 popular deep active learning query methods implemented.

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python Jupyter Notebook toolkit pytorch image-classification deep-active-learning

Labs-IntelligentAPIs

Intelligent APIs aim to make machine learning (ML) tasks easier for UWP developers to leverage in their applications without needing ML expertise or creating a new model.

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C#powershell machine-learning uwp image-classification object-detection

AIDeveloper

GUI-based software for training, evaluating and applying deep neural nets for image classification

✭ 51

python deep-neural-networks computer-vision deep-learning image-processing artificial-intelligence software image-classification graphical-user-interface

Image-Classifier

Final Project of the Udacity AI Programming with Python Nanodegree

✭ 63

Jupyter Notebook python udacity ai numpy pytorch neural-networks image-classification image-recognition matplotlib deeplearning gradient-descent backpropagation-learning-algorithm udacity-nanodegree perceptron-learning-algorithm pytorch-implmention udacity-ai-nanodegree

wildflower-finder

Image classification of wildflowers using deep residual learning and convolutional neural nets

✭ 25

python theano deep-learning cnn image-classification gps-location deep-networks cnn-keras resnet-50 plant-identification

robotics-level-4

This repo contains projects created using TensorFlow-Lite on Raspberry Pi and Teachable Machine. AI and ML capabilities have been integrated with Robot's software.

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python HTML PHP javascript CSS hack machine-learning robotics tensorflow artificial-intelligence image-classification object-detection object-tracking gesture-control teachable-machine human-following

whatfood

Food classification using deep learning

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Jupyter Notebook python deep-learning keras image-classification food-classification convolutional-neural-networks

SceneClassification

This project is to use deep learning to auto classify the scene images with limited amount of training images.

✭ 17

python matlab shell deep-learning image-classification scene-recognition

neural network papers

记录一些读过的论文，给出个人对论文的评分情况并简述论文insight

✭ 152

deep-learning neural-network paper chinese image-classification

Tensorflow-For-Beginners

Introduction to deep learning with Tensorflow.

✭ 55

Jupyter Notebook tutorial deep-neural-networks deep-learning neural-network anaconda tensorflow cnn neural-networks image-classification convolutional-networks convolutional-neural-networks covnet-image-classifier

fastai-visual-guide

Notebooks for Fastai Viusal Guide

✭ 25

Jupyter Notebook python google colab image-classification fastai fastai2 ai-fast-track

nsfw api

Python REST API to detect images with adult content

✭ 71

python Dockerfile docker caffe neural-network image-classification nsfw nudity-detection nsfw-recognition

deforestation

A machine learning exercise, using KNN to classify deforested areas

✭ 26

python machine-learning image-processing image-classification image-recognition image-analysis knn

serving-tensorflow-models

Serving TensorFlow models with TensorFlow Serving 📙

✭ 41

Jupyter Notebook machine-learning tensorflow image-classification tensorflow-serving model-deployment model-serving mlops serve-tensorflow-models

Deep-Learning-with-GoogleColab

Deep Learning Applications (Darknet - YOLOv3, YOLOv4 | DeOldify - Image Colorization, Video Colorization | Face-Recognition) with Google Colaboratory - on the free Tesla K80/Tesla T4/Tesla P100 GPU - using Keras, Tensorflow and PyTorch.

✭ 63

Jupyter Notebook machine-learning deep-learning image-classification face-recognition image-colorization object-detection darknet google-colab firearm-detection yolov3 google-colaboratory video-colorization yolov4 deoldify smoking-detection guns-detection

pigallery

PiGallery: AI-powered Self-hosted Secure Multi-user Image Gallery and Detailed Image analysis using Machine Learning, EXIF Parsing and Geo Tagging

InceptionV4

Keras implementation of InceptionV4 Paper

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Jupyter Notebook python machine-learning deep-learning image-classification inceptionv4

bird species classification

Supervised Classification of bird species 🐦 in high resolution images, especially for, Himalayan birds, having diverse species with fairly low amount of labelled data

✭ 59

python keras cnn image-classification ensemble-learning inceptionv3 data-augmentation mask-rcnn bird-species-classification inception-resnet-v2 multi-stage-training imagenet-models rcnn-crops

basic-image-eda

A simple image dataset EDA tool (CLI / Code)

✭ 51

python visualization computer-vision deep-learning eda cnn dataset image-classification image-dataset image-segmentation

Keras-Application-Zoo

Reference implementations of popular DL models missing from keras-applications & keras-contrib

✭ 31

python machine-learning deep-neural-networks deep-learning keras ml embeddings image-classification convolutional-neural-networks transfer-learning

nsfw-classification-tensorflow

NSFW classify model implemented with tensorflow.

✭ 58

python shell deep-learning image-classification nsfw tensorflow-serving tensorflow-js nsfw-recognition

FaceClassification Tensorflow

Building a Neural Network that classifies faces using OpenCV and Tensorflow

✭ 37

python opencv neural-network tensorflow image-classification face-recognition transfer-learning

ImVisible

ImVisible: Pedestrian Traffic Light Dataset, Neural Network, and Mobile Application for the Visually Impaired (CAIP '19, ICCVW'19)

✭ 32

python swift deep-learning neural-network regression image-classification image-dataset traffic-light zebra-crossings

ePillID-benchmark

ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

✭ 54

Jupyter Notebook python shell Dockerfile healthcare dataset image-classification metric-learning fine-grained-visual-categorization pill-identification

CNN-Image-Classifier

A Simple Deep Neural Network to classify images made with Keras

✭ 65

python deep-learning neural-network keras image-processing cnn image-classification convolutional-neural-networks cnn-keras

CoreML-and-Vision-with-a-pre-trained-deep-learning-SSD-model

This project shows how to use CoreML and Vision with a pre-trained deep learning SSD (Single Shot MultiBox Detector) model. There are many variations of SSD. The one we’re going to use is MobileNetV2 as the backbone this model also has separable convolutions for the SSD layers, also known as SSDLite. This app can find the locations of several di…

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