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wendybin233's Projects

cbir icon cbir

Simple Content Based Image Retrieval using a pretrained resnet to calculate features and retrieve similar images using faiss

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

facetools icon facetools

Easy-to-use face related tools, including face detection, landmark localization, alignment & recognition, based on PyTorch.

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

fastpose icon fastpose

pytorch realtime multi person keypoint estimation

keypoints icon keypoints

Keypoints-detection in tensorflow and tensorRT C++

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

neuraltalk2 icon neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

object_centric_vad icon object_centric_vad

An Tensorflow Re-Implement of CVPR 2019 "Object-centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video"

overwatch-dead icon overwatch-dead

A convolutional neural network that classifies players as heroes in an Overwatch game video

ship-classification-analytics-vidhya icon ship-classification-analytics-vidhya

I have participated in Analytics Vidhya's Game of Deep Learning Hackathon. The aim was to build a model that is able to classify ship type using only the images taken by the survey boats. Ship classification has as a wide range of applications, particularly in the areas of maritime safety, fisheries management, marine pollution, protection from piracy etc.

tensorrt icon tensorrt

TensorRT-7 Network Lib 包括常用目标检测、关键点检测、人脸检测、OCR等 可训练自己数据

torchcv icon torchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision

video_game_classify icon video_game_classify

This is an image classification project developed for #SchoolofAIVancouver Coding Challenge 2. It classifies video game genres.

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