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marenan's Projects

approximate-spmv-topk icon approximate-spmv-topk

Public repostory for the DAC 2021 paper "Scaling up HBM Efficiency of Top-K SpMV forApproximate Embedding Similarity on FPGAs"

art icon art

PyTorch code for our ICLR 2023 paper "Accurate Image Restoration with Attention Retractable Transformer".

asff icon asff

yolov3 with mobilenet v2 and ASFF

attendrx-face-recognition-attendance-system icon attendrx-face-recognition-attendance-system

AttendRx is a smart attendance system powered by ESP32-CAM. It effortlessly captures student images using ESP32-CAM, transmits them wirelessly to a computer via Wi-Fi, and employs a Python script to detect and log their faces along with timestamps in an Excel sheet. Streamlining attendance management for modern education.

awesome-face_recognition icon awesome-face_recognition

papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

bnn-fpga icon bnn-fpga

Binarized Convolutional Neural Networks on Software-Programmable FPGAs

bnn-pynq icon bnn-pynq

Quantized Neural Networks (QNNs) on PYNQ

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