Wild Animals Detection and Alert System
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Aug 13, 2025 - Python
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animal-classification
Here are 17 public repositories matching this topic...
🤖 This repository houses a collection of image classification models for various purposes, including vehicle, object, animal, and flower classification. Each classifier is built using deep learning techniques and pre-trained models to accurately identify and categorize images based on their respective classes. Also includes a sample Flask backend!
python classifier opencv flask machine-learning ocr ai tensorflow keras tesseract pandas artificial-intelligence classification face-recognition vehicle-detection keras-tensorflow vehicle-classification animal-classification mood-detection ai-classifier
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Aug 1, 2025 - Python
Animal Detection and Classification using YOLO
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Jun 8, 2023 - CSS
🐾 Training a machine learning model to recognize 15 different animal classes and classify images accordingly.
github python open-source data-science machine-learning computer-vision deep-learning tensorflow keras image-processing artificial-intelligence neural-networks classification image-recognition convolutional-neural-networks data-preprocessing cnns model-training animal-classification arman-kianian
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Sep 30, 2024 - Python
Animal classification using transfer learning with ResNet50
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Feb 17, 2024 - Python
This is an end-to-end animal face classification model with Keras, KerasTuner, Mlflow, SQLite, Streamlit, and FastAPI which can classify animal faces as either cat, dog or wildlife
python deep-learning sqlite-database keras image-classification fastapi animal-classification streamlit kerastuner mlflow-tracking
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Mar 2, 2023 - Python
An animal classification system developed using transfer learning with the ResNet50 convolutional neural network pre-trained on ImageNet. Designed to distinguish between three classes of animals—cats, dogs, and snakes—the system demonstrates a high accuracy of approximately 98.67% on a balanced dataset comprising 3,000 images.
machine-learning neural-network artificial-intelligence classification transfer-learning pretrained-models resnet-50 animal-classification
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Jul 10, 2024 - Jupyter Notebook
The homework 2 of AI course of HUST CS. Generative method and CNN (ResNet50) method.
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Dec 19, 2024 - Python
A Django-based web platform that hosts multiple image classification models under one unified interface. Upload an image and get the predicted result instantly.
machine-learning django computer-vision tensorflow artificial-intelligence supervised-learning image-classification deeplearning digit-recognition hacktoberfest keras-tensorflow emotion-detection emotion-recognition flower-classification digit-classification vehicle-classification animal-classification
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Aug 5, 2025 - Python
Custom trained YOLOv8 model (98.72% accuracy) to identify two wildlife species : Fishing Cat and Hyena with frontend in HTML and backend using FastAPI.
deep-neural-networks html5 deep-learning render python3 object-detection transfer-learning bounding-boxes fine-tuning fastapi animal-identification animal-classification yolov8
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Dec 4, 2024 - Jupyter Notebook
Python Flask and Streamlit web app that uses a ResNet50 PyTorch model to classify 15 animal categories with high accuracy. Upload images and get instant, real-time predictions via a clean, user-friendly interface.
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Apr 2, 2025 - Jupyter Notebook
Animal special classification model
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Oct 12, 2022 - Jupyter Notebook
What is the name of this Animal? Just for fun:)
machine-learning computer-vision deep-learning keras python3 classification transfer-learning animal-classification
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Apr 8, 2019 - Python
A basic Python project for animal classification using rule-based logic and functions. Implemented with Jupyter Notebook for educational and experimental purposes.
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Jul 22, 2023 - Jupyter Notebook
CNN-based dog breed classifier in PyTorch with custom dataset and data augmentation.
computer-vision deep-learning image-classification cnn-pytorch animal-classification dog-breed-classification pytorch-projects
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Jun 9, 2025 - Jupyter Notebook
Different pics of dogs, cats and pandas were used and applied CNN on them to find out their type.
python machine-learning computer-vision deep-learning numpy keras jupyter-notebook cnn python3 pytorch convolutional-neural-networks convolutional-neural-network colab-notebook animal-classification
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Jan 8, 2023 - Python
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