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239 search results found

Understanding Deep Convolutional Neural Networks With A Practical Use Case In Tensorflow And Keras ⭐ 36

What makes convnets so powerful at image classification?

Malaria Detection Using Keras ⭐ 34

Malaria Detection using Deep Learning from Images made available publicly from NIH

Kinship_prediction ⭐ 33

Deep Neural Networks for Kinship prediction using face photos

Practical Computer Vision ⭐ 33

Practical Computer Vision, published by Packt

Emotion Music Recommendation ⭐ 31

Flask web app for recommending music based on your facial expressions using FER 2013 dataset and Spotify api

Hybridmodel Gradcam ⭐ 30

A Keras implementation of hybrid efficientnet swin transformer model.

Group Emotion Recognition ⭐ 30

Group Emotion Recognition using deep neural networks and Bayesian classifiers.

Chessvisionbot ⭐ 29

Chessbot using computer vision to play on any chess website

Cognitiveannotationtool ⭐ 29

Automatic Annotation tool for labelling images in bulk with their corresponding bounding box annotations.

Distraction_detection ⭐ 28

A Distraction Detector using OpenCV and Keras

Rfdnet Imagesuperresolution ⭐ 28

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

Knowledge Distillation In Keras ⭐ 28

Demonstrates knowledge distillation for image-based models in Keras.

Simplepythoncnn ⭐ 27

Only in native python & numpy with Keras interface

Kerasfuse ⭐ 27

KerasFuse is a Python library that combines the power of TensorFlow and Keras with various computer vision techniques for medical image analysis tasks. It provides a collection of modules and functions to facilitate the development of deep learning models in TensorFlow Keras for tasks such as image segmentation, classification, and more.

Dataaugmentationtf ⭐ 26

Implementation of modern data augmentation techniques in TensorFlow 2.x to be used in your training pipeline.

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

Gaze_tracking ⭐ 25

Gaze-Tracking based on head orientation and eye orientation

Cnn Models ⭐ 25

YOLO-v2, ResNet-32, GoogLeNet-lite

Code for Deep Cross modal learning for Caricature Verification and Identification (CaVINet), ACM MM, 2018

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Real Time Object Detection Api Using Tensorflow ⭐ 24

A Transfer Learning based Object Detection API that detects all objects in an image, video or live webcam. An SSD model and a Faster R-CNN model was pretrained on Mobile net coco dataset along with a label map in Tensorflow. This model were used to detect objects captured in an image, video or real time webcam. Open CV was used for streaming objects and preprocessing.

Keras Multiclass Image Classification ⭐ 24

Multiclass image classification using Convolutional Neural Network

Mono_depth_estimator ⭐ 23

Mono depth estimation for self-driving cars 🚗

Svhn_cnn ⭐ 23

Four digit SVHN (Street View House Number) sequence prediction with CNN using Keras with TensorFlow backend

Image Caption Generator ⭐ 22

A simple implementation of neural image caption generator

Automatic Number Plate Recognition ⭐ 22

Automatic Car License/Number Plate recognition System

Image Super Resolution Application ⭐ 22

This is an Image Super Resolution model implemented in python using keras. This model comes with a GUI to allow users to make use of the model easily.

Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.

Car Detection Model Prediction ⭐ 20

Stone_paper_scissor_defeator_using_opencv_keras ⭐ 19

In this repository i tried to replicate a cool project by a japanese scientist who made a machine which had 100 % accuracy in defeating humans in the game of stone-paper and scissors

Osm Yolo Crossings ⭐ 19

🦓 AI-powered OpenStreetMap tool for importing zebra crossings

A Barebones Image Retrieval System ⭐ 19

This project presents a simple framework to retrieve images similar to a query image.

Kervolution ⭐ 19

Kervolution implementation using TF2.0

Video2language ⭐ 19

Generating video descriptions using deep learning in Keras

Skin_disease_ai ⭐ 18

A Python-based computer vision and AI system for skin disease recognition and diagnosis. Led end-to-end project pipeline, including data gathering, preprocessing, and training models. Utilized Keras, TensorFlow, OpenCV, and other libraries for image processing and CNN models, showcasing expertise in deep learning and machine learning techniques.

Behavioral_cloning ⭐ 18

Deep learning to train an autonomous vehicle to mimic human driving

Face Classification ⭐ 18

Computer Vision project that detects emotion, age and gender after detecting faces.

Automatic Manga Colorization ⭐ 18

Use keras.js and cyclegan-keras to colorize manga automatically. All computation in browser. Demo is online:

Dnn_from_scratch ⭐ 18

A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

Deepvision ⭐ 18

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

Bird_watch ⭐ 17

A Deep Learning based Bird Image Identification System

Python Notebooks Repo ⭐ 17

A repo for shared Jupyter and Colab notebooks

Srcnn Anime ⭐ 16

A Super-Resolution Convolutional Neural Network builds for artwork, anime, and illustration. Senior Project - Artwork Enlargement and Quality Improvement using Machine Learning. ICITEE 2021 - Enhancement of Anime Imaging Enlargement Using Modified Super-Resolution CNN.

Deep Learning using Rectified Linear Units (ReLU)

Hellotensor ⭐ 16

Yolo Object Detection ⭐ 16

YOLO Algorithm (Yolov2 model) trained on COCO Dataset for Object Detection

Handwritten Digit Recognition ⭐ 16

An iOS App that recognizes handwritten digits using Swift and TensorFlow Lite

Awesome Models ⭐ 16

The Awesome Models is where the developer's to download PyTorch , Keras and Tensorflow pre-trained models.

Fashion Parser ⭐ 16

Fashion item segmentation with deep learning

Retinal Vessel Segmentation Using Variants Of Unet ⭐ 15

Retinal vessel segmentation using U-NET, Res-UNET, Attention U-NET, and Residual Attention U-NET (RA-UNET)

Super Resolution Net ⭐ 15

SRNet 的 Keras 实现

Cnn Facial Expression Recognition ⭐ 15

Facial Expression Recognition (FER) based on VGG16

Tariq Ml Models ⭐ 14

This repository contains all my implemented Machine Learning and Deep Learning projects. All my learning from different books and the internet is reflected here. The models are trained on a variety of problems including NLP, CV and other domains. The main focus of this repository is to showcase my learning journey and the projects I have worked on.

Face Recog Age Gender Emotion ⭐ 14

Face Detection, Face Recognition, Age & Gender Detection, Emotion Detection

Deep Learning For Aircraft Recognition ⭐ 13

A CNN model trained to classify and identify various military aircraft through satellite imagery

Data Science ⭐ 13

A repository to showcase the upskilling of self in theoretical & applied aspects of data science during the ongoing sabbatical of 23 months(Jan. 2022 - Nov 2023*) along with hand written notes. It's an "attempt" to pursue masters in data science using Internet as an open university.

3d Semantic Segmentation For Scene Parsing ⭐ 13

A new approach for the real time 3D semantic segmentation based on feature abstract and deep learning method

Deakin Ai Challenge2021 ⭐ 13

The Deakin Simpsons challenge 2021 is a computer vision competition for which the goal is to recognize Simpsons characters individually in images using machine learning/deep learning. The challenge is designed to provide students with the opportunity to work as team members, to compete with each other, and to enhance the student learning experience by improving their AI modeling, problem-solving, and team-working skills.

Video Inpainting ⭐ 13

Video Inpainting using 3D Convolutional Neural Network autoencoder

Handposeestimation ⭐ 13

Keras version of Openpose with optimized model structure and C++ postprocess for acceleration. Trained and tested using CMU handpose dataset.

Data Science Portfolio ⭐ 13

Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks, and Python files in corresponding modules .

Deep Learning Projects ⭐ 13

Best Deep Learning Projects for Advanced Learners

Final Year Project Deep Learning Models ⭐ 12

Deep learning for freehand sketch object recognition

Convolutional Neural Network Image_recognition_case_study ⭐ 12

Computer Vision Case Study in image recognition to classify an image to a binary class, based on Convolutional Neural Networks (CNN), with TensorFlow and Keras in Python, to identify from an image whether it is an image of a dog or cat. (Includes: Data, Case Study Paper, Code)

Facial Keypoint Detection ⭐ 12

Facial key point recognizer. Capstone project for Udacity's AIND.

Learn Tensorflow ⭐ 12

Make Smart Things with TensorFlow

Gans In Art And Design ⭐ 12

Colab notebooks for GAN tutorials.

Skin Lesion Analysis Towards Melanoma Detection ⭐ 12

Object Detection Notebooks ⭐ 12

Object detection and localization with Tensorflow 2 and Keras

Traffic Sign Recognition Basd On Synthesised Training Data ⭐ 12

Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.

Convlstm Computer Vision For Structural Health Monitoring Shm And Nondestructive Testing Ndt ⭐ 12

Application of LSTM network for Structural Health Monitoring & Non-Destructive Testing

Keras Facemask Detection System ⭐ 12

Face-mask detection system using YOLOv3 in Keras

Udacity Self Driving Car ⭐ 11

Self-Driving Engineer Car Nanodegree

Sudoku_solver ⭐ 10

Solving a Sudoku Puzzle from a screenshot

Study about Artificial Intelligence 🤖, Machine Learning 🚀, and Deep Learning 🧬. Plus, Electrical Engineering ⚡ and Computer Science 💻.

Tello Rl Yolo ⭐ 10

Tello drone object tracking using object detection (YOLO) and reinforcement learning (DDPG)

Handwritten Multiple Digits Recognizer ⭐ 10

An Intuitive Desktop GUI Application For Recognizing Multiple Handwritten Digits Drawn At The Same Time. Trained On MNIST Dataset and Built With Python, OpenCV and TKinter

Thirdeye Iris Recognition Using Triplets ⭐ 10

Triplet loss based iris recognition

Face Clustering ⭐ 10

Code for the paper "Transfer Learning for Facial Attribute Prediction and Clustering" (iSCI 2019)

Gender Classification ⭐ 10

Gender classification (from scratch) using deep learning with Keras and Python.

Coursera Guided Projects 2021 ⭐ 10

Coursera Guided Projects 2021

MDSR 的 Keras 实现

Nz_convnet ⭐ 9

A U-net based ConvNet for NZ imagery to classify building outlines.

Cca Images Text ⭐ 9

Canonical Correlation Analysis for joint representations of images and tags

Asplos2018 Workshop ⭐ 9

ReQuEST 2018 workshop: Real-Time Image Recognition Using Collaborative IoT Devices

Face Mask Detection ⭐ 9

Real-time face mask detection.

Deepexperiments ⭐ 9

TensorFlow/Keras experiments on computer vision and natural language processing

Vision_transformer_keras ⭐ 9

Keras Implementation of Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

Behavioral Cloning ⭐ 9

Deep Learning to Clone Driving Behavior

A Library That Uses Quantized Diffusion Model With Clustered Weights For Efficiently Generating More Image Datasets On-Device.

tf.Keras implementations of a Deep Learning Toolkit for Computer Vision

[python3.6] 自然场景文字检测，tf+pytorch实现vgg+ctpn+crnn实现不定长场景文字OCR识别

Carnd Behavioral Cloning P3 ⭐ 8

Udacity Self Driving Car Nanodegree - Behavioral Cloning

Image Captioning ⭐ 8

Image Captioning using CNN and Transformer.

Deep Learning Papers ⭐ 8

Most Cited Deep Learning Papers Implementation

Fingerprint Recognition Using Siamese Network With Retraining ⭐ 8

Created a fingerprint recognition system using siamese network via On-Shot Learning. It has a similar use case as that of a face-recognition system. This project also contains steps to retrain the model when new data is added.

Tensorflow Modelzoo ⭐ 7

Tool for easily loading pre-trained ImageNet models into TensorFlow

Colorful Image Colorization ⭐ 7

This is a keras implementation of paper Colorful Image Colorization.

Image Captioning ⭐ 7

Image Captioning is the process of generating textual description of an image.It uses both Natural language Processing and Computer Vision to generate the captions.

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