Edwin Arkel Rios

pai-pro. Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent.

esp32-p4-vehicle-classifier. Production-ready vehicle classification on ESP32-P4 with MobileNetV2 INT8 quantization. 3 optimized variants: 70ms-459ms latency. Hardware-validated, ready-to-flash projects included.

nlp-phd-global-equality. A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP

dreamsim. DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data (NeurIPS 2023 Spotlight) / / / / When Does Perceptual Alignment Benefit Vision Representations? (NeurIPS 2024)

czkawka. Multi functional app to find duplicates, empty folders, similar images etc.

awesome-image-translation. Collection of awesome resources on image-to-image translation.

clip-retrieval. Easily compute clip embeddings and build a clip retrieval system with them

reveal.js. The HTML Presentation Framework

English-for-Programmers. 《程式英文》：用英文提昇程式可讀性

MMT-Retrieval. Python

Transformer-in-Vision. Recent Transformer-based CV and related works.

prim-benchmarks. PrIM (Processing-In-Memory benchmarks) is the first benchmark suite for a real-world processing-in-memory (PIM) architecture. PrIM is developed to evaluate, analyze, and characterize the first publicly-available real-world PIM architecture, the UPMEM PIM architecture. Described by Gómez-Luna et al. (https://arxiv.org/abs/2105.03814).

scalene. Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

awesome-ai-residency. List of AI Residency Programs

csGraduateFellowships. A curated list of fellowships for graduate students in Computer Science and related fields.

danbooru-pretrained. Pretrained pytorch models for the Danbooru2018 dataset

wsolevaluation. Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

pytorch-grad-cam. Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-fgvc-dataset. PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017

lightning-bolts. Toolbox of models, callbacks, and datasets for AI/ML researchers.

vit-explain. Explainability for Vision Transformers

dl-eeg-review. Supplementary material for systematic literature review on deep learning and EEG.

ml-surveys. 📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Transformer-Explainability. [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

pytorch-image-models. The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

awesome-vision-language-pretraining-papers. Recent Advances in Vision and Language PreTrained Models (VL-PTMs)

AwesomeAnimeResearch. Papers, repository and other data about anime or manga research. Please let me know if you have information that the list does not include.

ztachip. Opensource software/hardware platform to build edge AI solutions deployed on FPGA or custom ASIC hardware.

GAN-Case-Study.

Danbooru2018AnimeCharacterRecognitionDataset. An open source dataset based on Danbooru2018 dataset to do anime character recognition, with 1M images and 70k characters.

PyTorch-Pretrained-ViT. Vision Transformer (ViT) in PyTorch

pytorch-summary. Model summary in PyTorch similar to `model.summary()` in Keras

richzhang.github.io. HTML

webpage-template. Simple project webpage template. Originally used in Colorful Image Colorization. ECCV, 2016.

pytorch-lightning. Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

vireo. Vireo is a lightweight and versatile video processing library written in C++11

vpp. Video++, a C++14 high performance video and image processing library.

dlib. A toolkit for making real world machine learning and data analysis applications in C++

awesome-cpp. A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

pytorch-tutorial. PyTorch Tutorial for Deep Learning Researchers

pytorch-custom-dataset-examples. Some custom dataset examples for PyTorch