sovit-123
Machine learning and deep learning problem solver and practitioner. Learning more about deep learning everyday and teaching others as well.
India
Pinned Repositories
attention_is_all_you_need
Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].
CamVid-Image-Segmentation-using-FCN-ResNet50-with-PyTorch
Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.
fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
German-Traffic-Sign-Recognition-with-Deep-Learning
Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.
image-deblurring-using-deep-learning
PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.
learnopencv
Learn OpenCV : C++ and Python Examples
Pneumonia-Detection-using-Deep-Learning
Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.
SSD300-VGG11-on-Pascal-VOC-2005-Data
This project trains a SSD300 with VGG11 base on the PASCAL VOC 2005 dataset using the PyTorch deep learning framework.
Traffic-Light-Detection-Using-YOLOv3
Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3
vision_transformers
Vision Transformers for image classification, image segmentation, and object detection.
sovit-123's Repositories
sovit-123/fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
sovit-123/vision_transformers
Vision Transformers for image classification, image segmentation, and object detection.
sovit-123/image-deblurring-using-deep-learning
PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.
sovit-123/attention_is_all_you_need
Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].
sovit-123/learnopencv
Learn OpenCV : C++ and Python Examples
sovit-123/lm_sft
Various LMs/LLMs below 3B parameters (for now) trained using SFT (Supervised Fine Tuning) for several downstream tasks
sovit-123/chat_llama
Chat with LLama 2 models (locally)
sovit-123/detr-custom-training
Training DETR (Detection Transformer) on custom object detection datasets.
sovit-123/Diabetic-Retinopathy
sovit-123/efficient_seg
sovit-123/gpt_instruct
GPT instruct based models in less than a billion parameters.
sovit-123/pytorch-dcgan-framework
A small PyTorch framework to try out and train DCGAN on different datasets.
sovit-123/pytorch-efficientdet-api
A PyTorch EfficientDet API for easy training and inference on custom datasets.
sovit-123/ultralytics
YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
sovit-123/YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
sovit-123/bulbul
Maybe a new text library or may be a something else, will figure out.
sovit-123/deeplab2
DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.
sovit-123/diffusion_models
Implementation and training pipelines of various diffusion models for image generation.
sovit-123/llama2.c_chat
Llama 2 in C and PyTorch for single-turn chat
sovit-123/Markdown-Previewer
sovit-123/pytorch-ssd300
A simple PyTorch implementation of the SSD300 network.
sovit-123/RadiologyAI-App
Web App for Course 2 [Python] Project 3: Radiology AI.
sovit-123/retinanet_detection_pipeline
An object detection pipeline to train PyTorch RetinaNet models
sovit-123/sovit-123
sovit-123/stable-diffusion-webui-colab
stable diffusion webui colab
sovit-123/stylegan
StyleGAN - Official TensorFlow Implementation
sovit-123/TensorFlow-ResNets
A hub for ResNet based models and pretrained weights in TensorFlow.
sovit-123/tensorflow_segmentation
Segmentation models in TensorFlow, Keras support.
sovit-123/tinygrad
You like pytorch? You like micrograd? You love tinygrad! ❤️
sovit-123/yolov1_pytorch
A simple implementation of YOLOv1 PyTorch and training on the PASCAL VOC dataset.