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bmyan's Projects

libfewshot icon libfewshot

LibFewShot: A Comprehensive Library for Few-shot Learning.

matchingnetworks icon matchingnetworks

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

mmf icon mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

nanodet icon nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8MB and run 97FPS on cellphone🔥

nerf-pytorch icon nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

ntm-one-shot-tf icon ntm-one-shot-tf

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

omniglot icon omniglot

Omniglot data set for one-shot learning

opencv-python icon opencv-python

Programs for Image and Video analysis using OpenCV in Python

pcn-facedetection icon pcn-facedetection

Progressive Calibration Networks (PCN) is an accurate rotation-invariant face detector running at real-time speed on CPU, published in CVPR 2018.

pixel2style2pixel icon pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

pkuthss icon pkuthss

LaTeX template for dissertations in Peking University

places365 icon places365

The Places365-CNNs for Scene Classification

prnet icon prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

pyrealsense icon pyrealsense

Cross-platform ctypes/Cython wrapper to the librealsense library -

pyscenedetect icon pyscenedetect

:movie_camera: A Python/OpenCV-based scene detection program, using threshold/content analysis on a given video.

pysot icon pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-model-parallel icon pytorch-model-parallel

A memory balanced and communication efficient FullyConnected layer with CrossEntropyLoss model parallel implementation in PyTorch

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