DeepForest

Object detector

A Python package for training and predicting ecological objects in airborne imagery using deep learning object detection networks.

Python Package for Airborne RGB machine learning

GitHub

528 stars
17 watching
177 forks
Language: Python
last commit: 8 days ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
weecology/deeptreeattention An implementation of a deep learning model for tree species classification from hyperspectral images 119
ayoolaolafenwa/pixellib A deep learning library for image segmentation and object detection using PyTorch. 1,054
charlesq34/frustum-pointnets A deep learning framework for 3D object detection from RGB-D data 1,598
weecology/neontreeevaluation A dataset and tools for evaluating tree detection algorithms on multisensor aerial imagery 136
lartpang/ovcamo Develops an object segmentation algorithm to detect camouflaged objects in images with varying backgrounds and contexts. 20
yuwenxiong/py-r-fcn An implementation of R-FCN, an object detection algorithm using region-based fully convolutional networks. 1,048
ibm/max-object-detector A tool for detecting objects in images using deep learning models 290
wongkinyiu/yolor An implementation of a unified network architecture for multiple object detection tasks using PyTorch 1,992
hekun-nvidia/py-darknet-yolo A Python interface to YOLO object detection software using Darknet 27
team3997/chickenvision An image processing system for detecting and tracking objects in camera feed using HSV color thresholding. 31
chenyuntc/dsod.pytorch An implementation of the Deep Supervised Object Detector from scratch using PyTorch. 70
optimalscale/detgpt A deep learning model that detects and reasons about objects in images. 761
danielhfnr/tensorflow-carla-object-detection A tool for training object detection classifiers using TensorFlow and Carla simulator data 8
lz118/deep-correlation-network Develops a deep neural network model for detecting salient objects in RGBT images using correlation information from other colors. 13
jxr326/swinmcnet A Python-based object detection framework utilizing transformers and computer vision techniques to detect salient objects in RGB-thermal images 16