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Yangyangii /GAN-Tutorial

Star390

Simple Implementation of many GAN models with PyTorch.

pytorch gan mnist infogan dcgan regularization celeba wgan began wgan-gp infogan-pytorch conditional-gan pytorch-gan gan-implementations vanilla-gan gan-pytorch gan-tutorial stanford-cars cars-dataset began-pytorch

UpdatedFeb 22, 2023
Jupyter Notebook

ZF4444 /MMAL-Net

Star252

This is a PyTorch implementation of the paper "Multi-branch and Multi-scale Attention Learning for Fine-Grained Visual Categorization (MMAL-Net)" (Fan Zhang, Meng Li, Guisheng Zhai, Yizhao Liu).

fine-grained fine-grained-classification stanford-cars cub-200-2011 weakly-supervised-localization fgvc-aircraft

UpdatedDec 29, 2020
Python

lvyilin /pytorch-fgvc-dataset

Star155

PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

datasets inaturalist stanford-cars tiny-imagenet cub200-2011 fgvc-aircraft pytorch-fgvc-dataset stanford-dogs nabirds

UpdatedDec 18, 2022
Python

deanwetherby /tf_oda_stanford_cars

Star14

Train a TensorFlow deep learning model to detect vehicle make/model.

python deep-learning tensorflow vehicle-detection tensorflow-object-detection-api stanford-cars

UpdatedJan 30, 2022
Python

codope /aiforsea-cv-cars

Star12

Fine-Grained Visual Classification on Stanford Cars Dataset

machine-learning computer-vision deep-learning pytorch resnet fastai deep-convolutional-neural-networks stanford-cars grab-ai-for-sea

UpdatedJun 21, 2022
Jupyter Notebook

vivekkalyan /fine-grained-image-classification

Star11

computer-vision pytorch resnext fine-grained-classification stanford-cars

UpdatedJan 25, 2020
Python

haksorus /mobilenetv2-cars-classification

Star7

PyTorch MobileNetV2 Stanford Cars Dataset Classification (0.85 Accuracy)

cnn pytorch mobilenetv2 stanford-cars mobilenetv2-pytorch grad-cam-visualization

UpdatedJul 14, 2022
Jupyter Notebook

mouniraziz /MsKPRN

Star5

The source code for Multi-Scale Kronecker-Product Relation Networks for Few-Shot Learning

deep-learning neural-network pytorch image-classification convolutional-neural-networks one-shot-learning relation-networks kronecker-product miniimagenet stanford-dogs-dataset multi-scale few-shot-learning stanford-cars cub-dataset

UpdatedAug 21, 2023
Python

Simula-COMPLEX /pure

Star4

Uncertainty quantification method and tool for object detection models

machine-learning deep-learning keras object-detection uncertainty-quantification kitti-dataset berkeley-deep-drive stanford-cars nexet

UpdatedNov 20, 2021
Jupyter Notebook

arasgungore /car-brand-recognition

Star4

Final project assigned for the Introduction to Image Processing (EE 475) course in the Spring 2023 semester.

computer-vision deep-learning image-processing cnn image-classification image-recognition resnet convolutional-neural-networks convolutional-neural-network residual-networks resnet-50 cnn-classification residual-neural-network stanford-cars car-recognition image-processing-python car-classification car-brands car-brand-classification stanford-car-dataset

UpdatedJan 9, 2024
Python

mouniraziz /AGLRs

Star3

Official implementation of the paper: Learn to aggregate global and local representations for few-shot learning

local pytorch global image-classification image-recognition metric-learning convolutional-neural-networks one-shot-learning prototypes k-nearest-neighbours meta-learning miniimagenet stanford-dogs-dataset few-shot-learning stanford-cars cub-dataset tiered-imagenet few-shot-classifcation

UpdatedAug 21, 2023
Python

DanRuta /Stanford-Cars-Deep-Learning

Star3

Deep Learning experiments for the Stanford Cars dataset

machine-learning deep-learning pytorch neural-networks ensemble-learning tensorboard transfer-learning stanford-cars

UpdatedMar 24, 2023
Python

amitdu6ey /stanford-cars-image-calssification-model

Star3

Car Classification with 89% accuracy using ResNet50 with PyTorch & FastAI.

deep-learning fastai resnet-50 stanford-cars

UpdatedSep 27, 2020
Jupyter Notebook

sameer-n012 /resnet-car-classification

Star2

python machine-learning neural-network tensorflow image-classification resnet transfer-learning complete hyperparameter-tuning summer-camp stanford-cars

UpdatedFeb 5, 2022
Jupyter Notebook

morrisfl /stanford_cars_refined

Star1

Enhanced class label granularity of the Stanford Cars dataset.

dataset stanford-cars refined-class-labels vcor-dataset

UpdatedMay 11, 2024
Python

dimgag /stanford_car_classification

Star1

Multi-class classification on Stanford Cars Dataset

computer-vision deep-learning multiclass-classification stanford-cars efficientnet-b0

UpdatedMay 26, 2023
Python

RidaDogrul /EfficientNetB0_for_transfer_learning

Star0

machine-learning transfer-learning stanford-cars efficientnet efficientnetb0

UpdatedAug 22, 2023
Jupyter Notebook

ablanco1950 /CarsModels_Resnet_Pytorch

Star0

Project that detects the model of a car, between 1 and 196 models ( the 196 modelss of Stanford car file), that appears in a photograph with a success rate of more than 70% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.

python pytorch resnet deeplearning transfer-learning resnet-50 stanford-cars cars196 cars-dataset small-scale-computer-vision