Achal Dave's repositories
img2dataset
Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.
video-tools
Utilities for working with videos
open_lm
A repository for research on medium sized language models.
doc2dataset
A tool to extract text (and images) from documents (like PDFs)
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
viper
Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"
Video-Visualizer
Visualize videos, groundtruth annotations, and predictions
CLIP
Contrastive Language-Image Pretraining
ffmpeg-incantations
A place to keep track of strange incantations of ffmpeg for future reference
python-script-utils
Common utils for python scripts
tracking_wo_bnw
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
calibration-framework
Python Framework to calibrate confidence estimates of classifiers like Neural Networks
tide
A General Toolbox for Identifying Object Detection Errors
eql.detectron2
The official implementation of Equalization Loss for Long-Tailed Object Recognition (CVPR 2020) based on Detectron2. https://arxiv.org/abs/2003.05176
detectron2
Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
TrackingNet-devkit
Development kit for TrackingNet
segment-any-moving
Code for "Towards Segmenting Anything That Moves"
TransNet
TransNet: A deep network for fast detection of common shot transitions
rvos
RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)
Pillow
The friendly PIL fork (Python Imaging Library)
stylize-datasets
A script that applies the AdaIN style transfer method to arbitrary datasets
SiamMask
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach