nhannguyen2709

video_recognition

rsna-breast

5th place solution for RSNA Screening Mammography Breast Cancer Detection Challenge

aerosolve

A machine learning package built for humans.

alignment-handbook

Robust recipes to align language models with human and AI preferences

Azure-TDSP-ProjectTemplate

Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

cnn-benchmarks

Benchmarks for popular CNN models

courses

fast.ai Courses

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

CVPR-2019-Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

endocv2020-seg

First and second place solutions for endoscopy disease and artefact segmentation tasks in EndoCV workshop (ISBI 2020)

face.evoLVe.PyTorch

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

kaggle_furniture

kaggle_ieee_camera_model_identification

kaggle_practice

kaggle_toxic_comments

keras-applications

Reference implementations of popular deep learning models.

keras-retinanet

Keras implementation of RetinaNet object detection.

machine_learning_examples

A collection of machine learning examples and tutorials.

midl2020-cnnlstm-ich

CNN-LSTM for intracranial hemorrhage detection

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

predictions_balancing

A script for balancing predictions which helps in achieving high results on Kaggle

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

serve

Serve, optimize and scale PyTorch models in production

TernausNet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset