nevoit / Siamese-Neural-Networks-for-One-shot-Image-Recognition
One-shot Siamese Neural Network, using TensorFlow 2.0, based on the work presented by Gregory Koch, Richard Zemel, and Ruslan Salakhutdinov. we used the “Labeled Faces in the Wild” dataset with over 5,700 different people. Some people have a single image, while others have dozens.
☆60Updated 3 months ago
Alternatives and similar repositories for Siamese-Neural-Networks-for-One-shot-Image-Recognition:
Users that are interested in Siamese-Neural-Networks-for-One-shot-Image-Recognition are comparing it to the libraries listed below
- One Shot Learning Implementation☆41Updated 4 years ago
- Signature verification system using Siamese networks☆112Updated 2 years ago
- ☆49Updated 5 years ago
- An example notebook showing the use of a Siamese Neural Network with a triplet loss function trained on MNIST☆18Updated 3 years ago
- Few Shot Learning by Siamese Networks, using Keras.☆191Updated 4 years ago
- One Shot learning, Siamese networks and Triplet Loss with Keras☆81Updated 4 years ago
- Offline signature verification using siamese convolutional Neural Networks. Concepts used : siamese CNN,☆13Updated 6 years ago
- Realtime face detection and recognition on video streams. Uses Inception-ResNet-v1 as Encoder, trained using Triplet Loss.☆27Updated 3 years ago
- Converting images to numpy files☆27Updated 3 years ago
- Easy to use class balanced cross entropy and focal loss implementation for Pytorch☆92Updated last month
- ☆19Updated 4 years ago
- Image similarity using Triplet Loss☆102Updated last year
- Python implementation of Automatic Signature Stability Analysis And Verification Using Local Features by Muhammad Imran Malik, Marcus Liw…☆24Updated 4 years ago
- One-Shot Learning with Triplet CNNs in Pytorch☆92Updated 4 years ago
- A PyTorch implementation of a few shot, and meta-learning algorithms for image classification.☆81Updated last year
- SigNet implementation in Pytorch☆22Updated last year
- Multiclass segmentation on the Oxford-IIIT Pet dataset using the U-Net dataset.☆43Updated 4 years ago
- ☆78Updated 11 months ago
- Implemented Faster R CNN on Custom Dataset☆22Updated 4 years ago
- Siamese network to compare image similarity in percentage - based on Keras deep learning model (ResNet50, VGG16) & Cosine / Euclidean sim…☆53Updated 2 years ago
- Project on Training Neural Networks with just one Example.☆16Updated 3 years ago
- A sample project to build a custom Faster RCNN model using Tensorflow object detection API☆34Updated 6 years ago
- Implementation of Siamese Neural Networks for One-shot Image Recognition☆611Updated 5 years ago
- Implementation of One Shot Learning using Convolutional Siamese Networks on Omniglot Dataset☆137Updated 4 years ago
- An easy approach on how to implement Knowledge Distillation on Keras☆18Updated 5 years ago
- Tensorflow implementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformer☆98Updated 4 years ago
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution …☆45Updated 3 years ago
- CNN based autoencoder combined with kernel density estimation for colour image anomaly detection / novelty detection. Built using Tensfor…☆37Updated 4 years ago
- Example of one shot learning and few shot learning with omniglot dataset.☆24Updated 3 years ago
- One-shot learning for image classification using Siamese neural networks☆35Updated 5 years ago