alibaba/esod

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[TIP 24] The offical implementation of Efficient Small Object Detection on High-Resolution Images

Stars: 140
Forks: 21
Open beginner issues: 0
Indexed issues: 15

Dominant language: Python
License: GPL-3.0
Last GitHub push: Jun 6, 2025
Latest indexed: Sep 14, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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15 open issues indexed

Evaluation Metrics Show Zero Values Despite Correct Label Loading in Training Open

alibaba/esod#3 · 20 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Training on custom datasets Open

alibaba/esod#7 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Metrics are not displayed when training on the YOLO dataset Open

alibaba/esod#9 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
训练问题 Open

alibaba/esod#10 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
第一个训练指令已经是使用ESOD了吗，评估结果有gap Open

alibaba/esod#11 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
数据集问题 Open

alibaba/esod#12 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
PT文件转ONNX Open

alibaba/esod#13 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Training issues of UAVDT Open

alibaba/esod#15 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to pretrain Open

alibaba/esod#16 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
ESOD精度复现与论文有差异 Open

alibaba/esod#17 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Error with training using Yolov8m Open

alibaba/esod#18 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
Exporting to ONNX failed Open

alibaba/esod#19 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
How to use ESOD framework with YOLOv8 Open

alibaba/esod#20 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
关于 vanilla 与 ESOD 版本推理速度差异的疑问 Open

alibaba/esod#21 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026
请问论文中提到的利用SAM生成掩码的部分代码具体在哪里？ Open

alibaba/esod#22 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 14, 2026

alibaba/esod

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