cnn-models

Here are 15 public repositories matching this topic...

djene-mengistu / dseg_models

This repo contains implementation of deep learning-based steel surface defect segmentation models. Extensive experiments on several deep learning frameworks have been presented with various performance analysis and comparison.

deep-learning machine-vision automation-testing transformer-models cnn-models surface-defect-detection steel-defect-detection defect-segmentation intelligent-inspection manufacturing-intelligence steel-defect-segmentation intelligent-quality-control

Updated May 19, 2025
Python

fatemafaria142 / Retinal-Fundus-Classification-using-XAI-and-Segmentation

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This research enhances early disease diagnosis by analyzing retinal blood vessels in fundus images using deep learning. It employs eight pre-trained CNN models and Explainable AI techniques.

deep-learning explainable-ai medical-image-segmentation fundus-image-analysis densenet121 cnn-models transunet resnet50v2 resnet101v2 swin-unet retinal-blood-vessels attention-u-net

Updated Feb 2, 2025
Jupyter Notebook

Lindahe0707 / Food-Recognition

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Food image recognition using deep learning in climate change issue

cnn-models carbon-footprint-estimation

Updated Sep 10, 2020
Jupyter Notebook

lordtt13 / Advanced-CNN

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Solutions to the Advanced CNN course by the Lazy Programmer and all CNN Models I've worked on

cnn style-transfer lenet densenet resnet inception vgg16 googlenet vgg19 keras-tensorflow rcnn yolov2 ssd-mobilenet rfcn-resnet inception-resnet-v2 mobilenet-v2 yolov3 inception-v4 cnn-models

Updated Feb 3, 2020
Python

hemanth-007 / Bird-Species-Identification

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An end-to-end CNN Image Classification Model which identifies the bird in your image

deep-neural-networks cnn transfer-learning inceptionv3 cnn-keras resnet-50 cnn-classification efficientnet cnn-models

Updated Jul 5, 2021
Jupyter Notebook

Ankit-Kumar-Saini / Dog_Breed_Classifier

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End-to-end deep learning pipeline to classify images of dogs and humans to determine what breed the human or dog most resembles

opencv udacity computer-vision deep-learning keras face-detection transfer-learning image-augmentation resnet-50 dog-breed haar-cascade-classifier dog-breed-classifier tensorflow2 cnn-models udacity-data-scientist-nanodegree dog-detector

Updated Sep 18, 2021
Jupyter Notebook

fengredrum / cnn-xla

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A collection of CNN models are trained on Cloud TPU by using PyTorch/XLA

pytorch google-colab cloud-tpu cnn-models

Updated Jul 3, 2020
Jupyter Notebook

renjmindy / COVID19-XRayPneumoniaImageClassifier

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CNN - object detection, classification & various model tuning for prediction optimization

deep-learning image-recognition pneumonia pretrained-networks cnn-models

Updated Mar 31, 2022
Jupyter Notebook

batchema / apollos-ear

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Appolo's Ear is an ensemble of three music genre classification neural networks, a nginx server, and a demonstrative react frontend. Its backend is glued together with Docker and Docker compose.

docker machine-learning music-genre-classification nginx-server mlp-networks cnn-models rnn-lstm-models

Updated Feb 11, 2021
Jupyter Notebook

askintution / pretrained-models.pytorch

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Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

cnn imagenet cnn-models

Updated Jun 8, 2020
Python

pranay1990 / Image-classification-project

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This is an image classification project which was carried out during "Applied Machine Learning and Data Science" in Indian Institute of Technology, Kanpur

keras image-classification transfer-learning imagenet-classifier cnn-models

Updated Oct 12, 2020
Jupyter Notebook

Srijan-Ratrey / Fashion-Detector

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Smart Tagging & Vibe Classification Engine for Fashion Videos 🧥💅🏻👔

opencv computer-vision deep-learning image-classification object-detection fashion-ai cnn-models yolov8 clothing-detection

Updated Jun 9, 2025
Python

Srijan-Ratrey / Football-Player-Re-Identification-System-

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⚽️A deep learning-based system designed for re-identifying football players across video frames and camera angles using person re-identification techniques. This project combines computer vision, feature extraction, and player tracking to help automate sports analytics and player recognition.

opencv computer-vision deep-learning image-processing pytorch multi-camera-tracking video-analysis player-tracking football-analytics cnn-models sports-ai player-reidentification

Updated Jun 11, 2025
Python

vikaschouhan / tf2_models

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A wrapper library over several open source cnn models for tensorflow -2.x.

tensorflow2 cnn-models

Updated Apr 21, 2020
Python

tejb96 / rice-classification

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A collection of deep learning models for rice classification using PyTorch, torchvision, and scikit-learn, with performance metrics evaluated using Slurm jobs.

deep-learning scikit-learn pytorch model-evaluation torchvision rice-classification cnn-models resnet-models vgg-models slurm-job-management

Updated Jun 6, 2024
Python

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cnn-models

Here are 15 public repositories matching this topic...

djene-mengistu / dseg_models

fatemafaria142 / Retinal-Fundus-Classification-using-XAI-and-Segmentation

Lindahe0707 / Food-Recognition

lordtt13 / Advanced-CNN

hemanth-007 / Bird-Species-Identification

Ankit-Kumar-Saini / Dog_Breed_Classifier

fengredrum / cnn-xla

renjmindy / COVID19-XRayPneumoniaImageClassifier

batchema / apollos-ear

askintution / pretrained-models.pytorch

pranay1990 / Image-classification-project

Srijan-Ratrey / Fashion-Detector

Srijan-Ratrey / Football-Player-Re-Identification-System-

vikaschouhan / tf2_models

tejb96 / rice-classification

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