Pt. 2 | Pytorch Metric Learning | BIRDS 400-SPECIES IMAGE CLASSIFICATION
This video is focused on indexing the embedding output from a previously trained PyTorch model using Qdrant vector similarity engine.
Pytorch Metric Learning to train a model for bird classification dataset, each image can be uniquely identified by an n-dimensional vector. Those vectors can also be used to rank similar images given the embedding vectors for a query image.
GitHub: https://github.com/imneonizer/pytorch...
Dataset: https://www.kaggle.com/datasets/gpios...
PML: https://github.com/KevinMusgrave/pyto...
Qdrant: https://github.com/qdrant/qdrant
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Python, Machine Learning, ML, PyTorch, Deep Learning, DL, Python DL Tutorial, PyTorch Tutorial, Tensorboard, PyTorch Course, Neural Network, Course, CNN, Linear Regression, Logistic Regression, DataLoader, Optimizer, Loss, Crossentropy, Activation Function, Softmax, Transfer Learning, Model, Training, Image Similarity Search.