ternaus
Founder and CEO at Albumentations.AI, Ph.D. in Physics., Kaggle GrandMaster
ternaus.blogSan Francisco
Pinned Repositories
albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
angiodysplasia-segmentation
Wining solution and its further development for MICCAI 2017 Endoscopic Vision Challenge Angiodysplasia Detection and Localization
check_orientation
Model to check if image was rotated by 90, 180, 270 degrees.
cloths_segmentation
Code for binary segmentation of cloths
kaggle_dstl_submission
Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge
people_segmentation
Code for the model to segment people at the image
retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface
robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
TernausNetV2
TernausNetV2: Fully Convolutional Network for Instance Segmentation
ternaus's Repositories
ternaus/TernausNet
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
ternaus/robot-surgery-segmentation
Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge
ternaus/retinaface
The remake of the https://github.com/biubug6/Pytorch_Retinaface
ternaus/people_segmentation
Code for the model to segment people at the image
ternaus/iglovikov_helper_functions
An unstructured set of helper functions
ternaus/imread_benchmark
I/O benchmark for different image processing python libraries.
ternaus/base64ToImageConverters
Library for converting from RGB / GrayScale image to base64 and back.
ternaus/yolov5faceInference
Wrapper over Yolo5Face
ternaus/react_face_detection
Detect faces in react App.
ternaus/insightfaceWrapper
Wrapper for easier inference for insightface
ternaus/clip2classdist
Use clip models to find inter and outer class distribution
ternaus/clip2onnx
Converts CLIP models to ONNX
ternaus/add_logo
Adds pre-defined logo to the image
ternaus/FaceSwap
Based oon https://github.com/MarekKowalski/FaceSwap
ternaus/onnx_model_optimizations
ternaus/quest-qmc
Automatically exported from code.google.com/p/quest-qmc
ternaus/ternaus-cleantext
Cleans text as in the CLIP model
ternaus/ternaus.github.io
ternaus/ternaus_chrome_extension
Chrome extension for Image and Reverse Image Search on Ternaus
ternaus/boost_imagenet
Example on how to fine tune models to boost the performance of models on ImageNet
ternaus/grade-system
ternaus/lambda_chatGPT
ternaus/mask_generator
Random Mask generator
ternaus/3fund
WebApp to compute investments following 3fund strategy
ternaus/albumentations_ultralytics
ternaus/connected-components-js
Operations with connected components in javascript
ternaus/pipelines
ternaus/solidity_experiment_app
ternaus/static_pages
ternaus/ultralytics
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