Popular GitHub Repositories for Oxford102

Oxford Deep NLP 2017 course

Oxford Deep NLP 2017 course - Practical 1: word2vec

A Light CNN based Method for Hand Detection and Orientation Estimation

Spatial Pyramid Pooling on top of AlexNet using tensorflow. ***New updates for SPPnet in Pytorch**

Oxford Deep NLP 2017 course - Practical 2: Text Classification

Based on https://github.com/Arsey/keras-transfer-learning-for-oxford102, but more things are done in the project. Especially for the triplet and center loss.

Image segmentation on the oxford-iiit pet dataset using CNN's, GNN's and U-Nets

This Repository contains TensorFlow implementation of different Image Segmentation Architecture on different types of datasets.

This project uses ResNet50 to classify 37 pet breeds from the Oxford-IIIT Pet dataset, achieving ~92-93% accuracy with transfer learning, data augmentation, and fine-tuning. Includes ROC curve analysis and single-image prediction. Upload your pet pic to test! ?? Code runs on Colab with GPU support. ?README.md

Final assignment in the NLP course at the Technion (IEM097215). In this assignment we propose a novel architecture to handle both Text-to-Image translation and Image-to-Text translation tasks on paired data, using a unified architecture of transformers and CNNs and enforcing cycle consistency.

Azure AI Samples

Comprehensive learning hub for Azure AI services - 130+ labs and tutorials covering AI-102 certification

Deploy all the necessary Microsoft Azure resources for the self-paced learning pathway for exam AI-102 via Terraform.

针对非常小的数据集，本文对比研究了迁移学习与构建自定义卷积神经网络 (CNN) 架构的优劣。