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annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autoshape icon autoshape

ICCV2021 Paper: AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

balanced-accuracy icon balanced-accuracy

accuracy and balanced accuracy metrics for multi-task learning based on Pytorch

biopdsn icon biopdsn

Face verification system based on Pairwise Differential Siamese Network, focused on people wearing masks

bmn-boundary-matching-network icon bmn-boundary-matching-network

A pytorch-version implementation codes of paper: "BMN: Boundary-Matching Network for Temporal Action Proposal Generation", which is accepted in ICCV 2019.

camodocal icon camodocal

CamOdoCal: Automatic Intrinsic and Extrinsic Calibration of a Rig with Multiple Generic Cameras and Odometry

cdp icon cdp

Code for our ECCV 2018 work.

dcnv2 icon dcnv2

Deformable Convolutional Networks v2 with Pytorch

ddgsd-pytorch icon ddgsd-pytorch

Data-Distortion Guided Self-Distillation for Deep Neural Networks (AAAI 2019)

deep_share icon deep_share

Reference implementation of "Fully-Adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification"

dense_flow icon dense_flow

Tools to extract dense optical flow from videos, based on OpenCV

distiller-ccq icon distiller-ccq

Competitive Collaborative Quantization (CCQ) for layer-wise mixed precision quantization

face_attribute_estimation-fae icon face_attribute_estimation-fae

Build any Face Attribute Classifier (40 CelebA attributes) using any of the Pre-trained Pytorch models using this repository.

fb-ssem-dataset icon fb-ssem-dataset

The FB-SSEM dataset is a synthetic datasetconsisting of surround-view fisheye camera images and BEV maps from simulated sequences of ego car motion

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