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dongso's Projects

tensorflow-vgg16-train-and-test icon tensorflow-vgg16-train-and-test

The purpose of this program is for studying. Using tensorflow trains the vgg16 and recognizes only two kinds of picture(cat and dog).

tensorflow-yolov3 icon tensorflow-yolov3

πŸ”₯ Pure tensorflow Implement of YOLOv3 with support to train your own dataset

text_detector icon text_detector

Text detection model that combines Retinanet with textboxes++ for OCR

tf-matplotlib icon tf-matplotlib

Seamlessly integrate matplotlib figures as tensorflow summaries.

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

tfmaccpp icon tfmaccpp

A few projects that demo how to develop on Mac with TF and XCode only

tianshou icon tianshou

An elegant PyTorch deep reinforcement learning library.

torch_cpp icon torch_cpp

TorchServe handler for inference on TorchScript Model using Pybind11 wrapper which wraps TorchLib's C++ API

tutorials-kr icon tutorials-kr

πŸ‡°πŸ‡·νŒŒμ΄ν† μΉ˜μ—μ„œ μ œκ³΅ν•˜λŠ” νŠœν† λ¦¬μ–Όμ˜ ν•œκ΅­μ–΄ λ²ˆμ—­μ„ μœ„ν•œ μ €μž₯μ†Œμž…λ‹ˆλ‹€. (Translate PyTorch tutorials in KoreanπŸ‡°πŸ‡·)

unet icon unet

unet for image segmentation

unet-tgs icon unet-tgs

Applying UNET Model on TGS Salt Identification Challenge hosted on Kaggle

unet_darknet icon unet_darknet

U-Net implementation on darknet (semantic segmentation)

unsupervised-parking-lot-detection icon unsupervised-parking-lot-detection

Detect parking spaces from a video of the parking lot. It will then merge the detections from multiple image and from multiple scales into the final prediction.

unsupervised_anomaly_detection icon unsupervised_anomaly_detection

A Notebook where I implement differents anomaly detection algorithms on a simple exemple. The goal was just to understand how the different algorithms works and their differents caracteristics.

vcpkg icon vcpkg

C++ Library Manager for Windows, Linux, and MacOS

vision icon vision

Datasets, Transforms and Models specific to Computer Vision

voc2coco icon voc2coco

Convert VOC format XMLs to COCO format json

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