Pinned Repositories
2018AICity_TeamUW
Source code of the winning method in Track 1 and Track 3 at the AI City Challenge Workshop in CVPR 2018.
Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
arcface_mnasnet_metric_learning
training on glint360K using ArcFace loss, distance metric CosineSimilarity, backbone MnasNet
CS231
My corrections for the Standford class assingments CS231n - Convolutional Neural Networks for Visual Recognition
cs231n.github.io
Public facing notes page
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Deep-Learning-Coursera-1
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
TalhaUsuf's Repositories
TalhaUsuf/sdxl_controlnet_train
TalhaUsuf/Preprocess_gradio_APP_for_mix_of_show
TalhaUsuf/diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
TalhaUsuf/fastapi_celery_rabbitmq_API-scaling
TalhaUsuf/fastapi_celery_redis_flower_rabbitmq
This is a demonstration of how fast api workloads can be scaled using celery workers , using rabbitMQ as message broker and Redis as result backend, flower UI can be used to see the status of the requests processed and the load on individual workers
TalhaUsuf/Google-Image-Scraper
A library to scrap google images
TalhaUsuf/lightning-tutorials
Collection of Pytorch lightning tutorial form as rich scripts automatically transformed to ipython notebooks.
TalhaUsuf/LLM_finetune
synthetic dataset gneration and fine tune
TalhaUsuf/MIRNetv2
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
TalhaUsuf/multimodal_gan_experiment
TalhaUsuf/pl-hydra-cloth-segmentation-triton
Cloth Segmentation model scalable deployment using nvidia-triton
TalhaUsuf/pl-lightning-sdxl-coadapter
TalhaUsuf/python_backend
Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
TalhaUsuf/quesiton-answer-model
question answering model fine tuning
TalhaUsuf/stable-diffusion-BLS
Deploy stable diffusion model with onnx/tenorrt + tritonserver
TalhaUsuf/stable-diffusion-webui
Stable Diffusion web UI
TalhaUsuf/TensorRT
NVIDIA® TensorRT™, an SDK for high-performance deep learning inference, includes a deep learning inference optimizer and runtime that delivers low latency and high throughput for inference applications.
TalhaUsuf/tensorrt-SD-plugins
this repo. enlists pre-built tensorrt plugins libraries
TalhaUsuf/text-generation-webui
A gradio web UI for running Large Language Models like LLaMA, llama.cpp, GPT-J, Pythia, OPT, and GALACTICA.
TalhaUsuf/transformer_pose
given a model giving pose in form of 128 points, find if person falls or not using a transformer based model
TalhaUsuf/Trition-Tutorials
This repository contains tutorials and examples for Triton Inference Server
TalhaUsuf/VITON-PRE-PROCESSING
TalhaUsuf/viton_dataset_huggingface_format
convert the viton dataset into huggingface fomat, it will give train/test splits and pairted/unpaired support
TalhaUsuf/vllm-clone
TalhaUsuf/vllm-multimodal
make vllm accept multi modal
TalhaUsuf/whisper-cpp-python
whisper.cpp bindings for python fix issues
TalhaUsuf/yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
TalhaUsuf/Yolov5-ONNX
ONNX Implementation of Yolov5
TalhaUsuf/yolov5-original
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
TalhaUsuf/yolov5-triton