Projects in Awesome Lists by sovit-123
A curated list of projects in awesome lists by sovit-123 .
https://github.com/sovit-123/fasterrcnn-pytorch-training-pipeline
PyTorch Faster R-CNN Object Detection on Custom Dataset
darknet-fasterrcnn deep-learning efficientnet-fasterrcnn faster-rcnn fasterrcnn fasterrcnn-resnet50-fpn fasterrcnn-resnet50-fpn-v2 mobilenet-fasterrcnn object-detection pytorch resnet50-fasterrcnn squeezenet-fasterrcnn
Last synced: 06 Apr 2025
https://github.com/sovit-123/traffic-light-detection-using-yolov3
Traffic light detection using deep learning with the YOLOv3 framework. PyTorch => YOLOv3
autonomous-driving convolutional-neural-networks deep-learning neural-networks traffic-light-detection yolov3
Last synced: 11 Apr 2025
https://github.com/sovit-123/vision_transformers
Vision Transformers for image classification, image segmentation, and object detection.
attention computer-vision transformer-models transformers vision-transformer
Last synced: 12 Sep 2025
https://github.com/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.
computer-vision computer-vision-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deeplearning-image-deblur image-deblur image-deblurring machine-learning neural-networks pytorch
Last synced: 11 Apr 2025
https://github.com/sovit-123/sam_molmo_whisper
An integration of Segment Anything Model, Molmo, and, Whisper to segment objects using voice and natural language.
molmo segment-anything-model segmentanythingmodel vlm whisper
Last synced: 20 Apr 2025
https://github.com/sovit-123/camvid-image-segmentation-using-fcn-resnet50-with-pytorch
Deep learning semantic segmentation on the Camvid dataset using PyTorch FCN ResNet50 neural network.
camvid-dataset camvid-image-segmentation computer-vision convolutional-neural-networks deep-learning fcn image-segmentation neural-network pytorch resnet-50 semantic-segmentation
Last synced: 11 Apr 2025
https://github.com/sovit-123/attention_is_all_you_need
Implementation of language model papers along with several examples [NOT ALL WRITTEN FROM SCRATCH].
attention-mechanism neural-attention nlp
Last synced: 24 Aug 2025
https://github.com/sovit-123/pneumonia-detection-using-deep-learning
Detecting pneumonia from chest radiographs using deep learning with the PyTorch framework. Faster RCNN ResNet50 backbone.
chest-xray-images deep-learning faster-rcnn lung-pneumonia-detection medical-imaging neural-network pytorch
Last synced: 11 Apr 2025
https://github.com/sovit-123/german-traffic-sign-recognition-with-deep-learning
Recognizing traffic signs with deep learning and PyTorch using Spatial Transformer Convolutional Neural Networks.
computer-vision convolutional-neural-networks deep-learning image-recognition neural-networks python pytorch spatial-transformer-networks
Last synced: 18 Oct 2025
https://github.com/sovit-123/local_file_search
Local file search using embedding techniques
embedding-models embeddings nlp vector-search
Last synced: 11 Apr 2025
https://github.com/sovit-123/american-sign-language-detection-using-deep-learning
This project aims to detect American Sign Language using PyTorch and deep learning. The neural network can also detect the sign language letters in real-time from a webcam video feed.
american-sign-language-recognition computer-vision convolutional-neural-networks deep-learning deep-neural-networks machine-learning neural-networks pytorch
Last synced: 17 Oct 2025
https://github.com/sovit-123/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.
artificial-neural-networks deep-learning machine-learning neural-network object-detection pytorch ssd300 vgg11
Last synced: 15 Apr 2026
https://github.com/sovit-123/video-recognition-using-deep-learning
This project uses deep learning and the PyTorch framework to detect sports action categories in videos in real-time. The neural network is a simple custom neural network built with PyTorch.
action-recognition computer-vision computer-vision-opencv convolutional-neural-networks deep-learning deep-neural-networks deeplearning-video-recognition neural-network pytorch
Last synced: 11 Apr 2025
https://github.com/sovit-123/detr-custom-training
Training DETR (Detection Transformer) on custom object detection datasets.
Last synced: 16 Mar 2026
https://github.com/sovit-123/deep-learning-image-super-resolution
This is a deep learning project based on the Image Super-Resolution Using Deep Convolutional Networks - SRCNN paper using the PyTorch deep learning library.
computer convolutional-neural-networks deep-learning image-processing image-super-resolution neural-network python pytorch pytorch-implementation
Last synced: 29 Apr 2026
https://github.com/sovit-123/robust_neural_networks_by_adding_noise_to_data
PyTorch implementation of building robust deep learning neural networks by adding noise to image data before training.
computer-vision convolutional-neural-networks deep-learning image-classification image-processing image-recognition neural-networks paper-implementations pytorch
Last synced: 24 Apr 2026
https://github.com/sovit-123/lm_sft
Various LMs/LLMs below 3B parameters (for now) trained using SFT (Supervised Fine Tuning) for several downstream tasks
gemma gpt gpt2 large-language-models llms supervised-finetuning
Last synced: 21 Jan 2026
https://github.com/sovit-123/fast-and-accurate-human-detection-with-hog
This project used OpenCV HOG people detector to build an accurate and fast enough implementation to detect people in images and videos.
computer-vision hog-features hog-person-detection linear-svm machine-learning opencv person-detection person-detector python
Last synced: 19 May 2026
https://github.com/sovit-123/semantic-segmentation-using-fully-convlutional-networks
Implementation of Fully Convolutional Network for semantic segmentation using PyTorch framework
Last synced: 29 Jul 2025
https://github.com/sovit-123/pytorch-efficientdet-api
A PyTorch EfficientDet API for easy training and inference on custom datasets.
deep-learning deeplearning efficientdet efficientnet object-detection objectdetection pytorch
Last synced: 25 Apr 2026
https://github.com/sovit-123/pytorch-dcgan-framework
A small PyTorch framework to try out and train DCGAN on different datasets.
convolutional-neural-networks deep-learning generative-adversarial-network pytorch
Last synced: 18 Apr 2026
https://github.com/sovit-123/english-to-french-neural-machine-translator
A deep learning model to translate English sentences to French sentences.
Last synced: 29 Mar 2025
https://github.com/sovit-123/gpt_instruct
GPT instruct based models in less than a billion parameters.
Last synced: 29 Mar 2025
https://github.com/sovit-123/retinanet_detection_pipeline
An object detection pipeline to train PyTorch RetinaNet models
Last synced: 10 Oct 2025
https://github.com/sovit-123/cuda_programming
Code for CUDA programming, basic to advanced.
Last synced: 22 Apr 2026
https://github.com/sovit-123/torch-segment
A deep learning image segmentation library and API on top of PyTorch.
convolutional-neural-networks deep-learning deep-neural-networks fcn imagenet imagesegmentation neural-network pretrained-models pytorch segmentation segmentation-masks segmentation-models unet unet-image-segmentation unet-pytorch
Last synced: 25 Apr 2026
https://github.com/sovit-123/efficientdet-api
An object detection API for faster training of EfficientDet models on various datasets using PyTorch.
deep-learning efficientdet efficientnet object-detection pytorch
Last synced: 27 Apr 2026
https://github.com/sovit-123/pytorch-ssd300
A simple PyTorch implementation of the SSD300 network.
deep-learning neural-networks object-detection objectdetection pytorch ssd ssd300
Last synced: 17 May 2026
https://github.com/sovit-123/tensorflow_segmentation
Segmentation models in TensorFlow, Keras support.
Last synced: 29 Mar 2025
https://github.com/sovit-123/yolov1_pytorch
A simple implementation of YOLOv1 PyTorch and training on the PASCAL VOC dataset.
pascal-voc yolo yolov1 yolov1-pytorch
Last synced: 29 Mar 2025
https://github.com/sovit-123/deepvision
A repository for everything related to computer vision
Last synced: 29 Mar 2025
https://github.com/sovit-123/deepseek_ocr_2_inference
A repository showcasing different inference strategies with DeepSeek OCR 2
Last synced: 21 Feb 2026
https://github.com/sovit-123/graduate-admission-prediction-machine-learning-app
Last synced: 07 Jan 2026
https://github.com/sovit-123/diffusion_models
Implementation and training pipelines of various diffusion models for image generation.
Last synced: 07 Jan 2026
https://github.com/sovit-123/deep-vision-codes
All the code related to deep vision website.
Last synced: 07 Jan 2026
https://github.com/sovit-123/bulbul
Maybe a new text library or may be a something else, will figure out.
Last synced: 08 Jan 2026
https://github.com/sovit-123/gradio_phi_chat
Phi LM Chat App with Gradio
chatbot deeplearning gradio gradio-python-llm llm nlp
Last synced: 07 Oct 2025