Cat vs Dog Image Classifier Compares the accuracy of KNN, HOG/SVM and CNN for classifying an image as cat or dog. Conclusion A CNN is the best approach to this dataset with a 91% accuracy. Neither the KNN or HOG/SVM performed well enough to be considered useable for this dataset as th...
Classification of cat and dog images using deep learning methods using PyTorch template Thanks to https://github.com/victoresque/pytorch-template Folder Structure CatVsDog/ │├── train.py – 训练的主要脚本├── test.py – 测试训练的模型│├── config.json – 训练的配置文件├── parse_co...
Cat and Dog Image Classifier https://www.freecodecamp.org/learn/machine-learning-with-python/machine-learning-with-python-projects/cat-and-dog-image-classifier For this challenge, you will use TensorFlow 2.0 and Keras to create a convolutional neural network that correctly classifies images of cats...
Utilizing machine learning techniques and computational approaches can significantly enhance animal facial analysis. Automated tools have many advantages over manual coding, and they also have the potential to reduce subjectivity and bias in some cases53,54. Unlike manual methods, these tools apply genera...
2018) framework model on 13,809 dog images annotated with 24 body landmarks. The article does not provide the accuracy of the landmark detection, however, using them, four classifiers with different architectures trained on 360 instances of body landmarks coordinates demonstrated classification ...
Image Processing and Classification Notebook This notebook demonstrates essential image processing tasks and implements a classification model to distinguish between cat and dog images. Utilizing libraries such as numpy and matplotlib for data manipulation and visualization, it also includes a machine learni...
Predicts whether sound is for cat or dog. Contribute to Mark-Kitur/cats_dog_classification development by creating an account on GitHub.
classification-torch A simple demo of implementing cat and dog classification 这个项目是一个简单的使用resnet18实现猫狗分类的例子,主要学习:1)是神经网络实现分类的原理 2)了解模型优化流程:数据处理、损失计算、反向传播等 3)熟悉如何使用torch加载图片数据、搭建模型、训练模型。 环境准备 pip install -r requi...
classification. Contribute to Akshayvasav/cat_dog_modified development by creating an account on GitHub.
Dog-or-Cat-classification Just look this, talked and trained in this recording https://youtu.be/ExzSJ4YS40s demo https://zarhlyanaung-dog-or-cat-classification-app-1f4vsa.streamlit.app/ training code, Kaggle https://www.kaggle.com/code/zarhlyanaung/not-breaking-heart for nerds Convolutiona...