Leo's repositories

Awesome-Referring-Image-Segmentation

:books: A collection of papers about Referring Image Segmentation.

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AwesomeMRC

This repo is our research summary and playground for MRC. More features are coming.

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Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

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BriVL

Bridging Vision and Language Model

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CLIP

Contrastive Language-Image Pretraining

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DeepLearningExamples

Deep Learning Examples

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detr

End-to-End Object Detection with Transformers

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fixmatch

A simple method to perform semi-supervised learning with limited data.

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frankmocap

A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

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GloVe

GloVe model for distributed word representation

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GPCycleGAN

Akshay Rangesh, Bowen Zhang and Mohan Trivedi, "Driver Gaze Estimation in the Real World: Overcoming the Eyeglass Challenge," IEEE Intelligent Vehicles Symposium (IV), 2020.

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GroundingDINO

Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection

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imagededup

😎 Finding duplicate images made easy!

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labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

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mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

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models-1

Models and examples built with TensorFlow

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MPL-pytorch

Unofficial PyTorch implementation of "Meta Pseudo Labels"

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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

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pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

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pytorch-model-parallel

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

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pytorch_face_landmark

Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100FPS landmark inference on CPU.

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r3det-on-mmdetection

R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

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RepVGG

RepVGG: Making VGG-style ConvNets Great Again

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RotationDetection

This is a tensorflow-based rotation detection benchmark, also called UranusDet.

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rt_gene

RT-GENE: Real-Time Eye Gaze and Blink Estimation in Natural Environments

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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tasn

Trilinear Attention Sampling Network for Fine-grained Image Recognition

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Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

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transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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