Akhil Gakhar's repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
fedrated_learning_flower
Flower: A Friendly Federated Learning Framework
SEM_segmentation
Scanning Electron Microscope (SEM) image segmentation
Masked_auto_encoders
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
IDC
Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization
diffusers
🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
WSOD-Paper-List
A paper list of state-of-the-art weakly supervised object detection or localization.
BAS
[CVPR2022] PyTorch implementation of ''Background Activation Suppression for Weakly Supervised Object Localization''.
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
bridging-gap-wsol
Official code for "Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization (CVPR 2022)"
GenerativeDiffusionPrior
Generative Diffusion Prior for Unified Image Restoration and Enhancement (CVPR2023)
CCAM
[CVPR 2022] C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation
insightface
State-of-the-art 2D and 3D Face Analysis Project
automatic-sem-image-segmentation
Workflow for Simulation and Automatic Semantic Segmentation of Electron Microscopy Images
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Non-local_pytorch
Implementation of Non-local Block.
EfficientDet-Pytorch
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.
Nvidia_apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
AdelaiDet_FCOS_original
AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.
smoothGrad
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
YOLOX
YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
ScaledYOLOv4
Scaled-YOLOv4: Scaling Cross Stage Partial Network
YOLOv6
YOLOv6: a single-stage object detection framework dedicated to industrial applications.
ddrm
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
wsolevaluation
Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)
tide
A General Toolbox for Identifying Object Detection Errors
YOLOv4-Pytorch
Implementation of Darknet with You Only Look Once (YOLO) in Pytorch
YOLOv4-pytorch-2
This is a pytorch repository of YOLOv4, attentive YOLOv4 and mobilenet YOLOv4 with PASCAL VOC and COCO
PyTorch_YOLOv4
PyTorch implementation of YOLOv4