bird-classification

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Moddy2024 / Bird-Classification

ResNet-34 Model trained from scratch to classify 450 different species of birds with 98.6% accuracy.

classification image-classification convolutional-neural-networks bird-species bird-species-classification resnet-34 skip-connections sagemaker-pytorch bird-classification

Updated Mar 3, 2023
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openavian / Bird-Sound-Recognition-with-Deep-Learning

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Signature Work @ DKU: Large Scale Bird Sound Recognition in China Region

bird birdsong bird-species-classification bird-clef birdsong-recognition bird-classification

Updated May 4, 2022
Python

nicolas-dufour / bird-classification-challenge

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This is my solution for the RecVis Challenge where i ended 1st on fine-grained classification on bird dataset

computer-vision deep-learning kaggle image-classification object-detection bird-classification

Updated Dec 30, 2020
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memo-13-byte / Bird-Species-Classifier-CNN

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Deep learning bird species classifier achieving 96.51% accuracy using PyTorch and transfer learning. Implements 5 approaches from traditional computer vision (HOG, SIFT) to CNNs (ResNet-50, VGG-16). Trained on 25 Indian bird species with 22,498 images. Comprehensive comparison of feature extraction vs deep learning.

python opencv computer-vision deep-learning scikit-learn cnn pytorch feature-extraction vgg neural-networks image-classification resnet transfer-learning pretrained-models bird-classification

Updated Feb 13, 2026
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eagleeyethinker / bird_hf_inference

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This workspace contains a trained MobileNetV2 model for bird-species classification, the notebooks used to train and test it, and the dataset layout used for training/validation/testing.

machine-learning computer-vision deep-learning cnn image-classification python-ml huggingface bird-classification