PaddleDetectionv2.7.0

New Projects:

• Added SQR enhancement strategy based on PPDET Deformable DETR. (#8579)
• Added RT-DETR model. (#8094)
• Added semi-supervised detection based on RT-DETR. (#8336)

New Features:

• Provide Chinese support in draw_bbox. (#8581)
• Support specifying the priority of step and epoch in LinearWarmup. (#8540)
• Compatible with pillow upgrade to 10.0. (#8446)

BugFix:

• Fixed the problem of video memory usage and slowdown after Paddle supports stride. (#8489)
• Fix import error and modify visualize.py. (#8476)
• Fix v.dtype in ema blacklist. (#8466)
• Fix image_resize_c error reporting problem during inference. (#8460)
• Fixed textbbox error reporting problem in ImageDraw. (#8455)
• Fixed picodet_layout error in Paddle2.5 and added nms_cpu parameter. (#8453)
• Fixed long warning in training. (#8421)
• Fix iou_score error reporting problem and modify ppdet/modeling/losses/detr_loss.py. (#8409)
• Fixed the 0-dimensional problem in solov2. (#8643)
• Fixed distributed parameters to solve the problem of error reporting when running multiple cards on non-GPU device TIPC. (#8635)
• Fixed removal of fluid calls and modified deploy/pipeline/ppvehicle/vehicle_plateutils.py. (#8631)

Documentations:

• Updated the README_cn.md document and added the Flying Plate AI Kit description. (#8601)
• Add and release RTDETR Obj365 pre-training model document and modify configs/rtdetr/README.md. (#8567)
• Fixed typos in README_en.md document. (#8551)
• Update xpu tipc script. (#8546)
• Added data set alias COCODetDataset. (#8503)
• Add obj365 pre-trained model parameters. (#8500)
• Update npu python version in tipc config. (#8485)
• Adapt and upgrade libmkldnn, modify deploy/cpp/CMakeLists.txt. (#8442)

Projects：

• 基于PPDET Deformable DETR 新增 SQR增强策略。（#8579）
• 新增RTDeTR模型。（#8094）
• 新增基于rt-detr的半监督检测。（#8336）

New Features:

• 在draw_bbox中提供中文支持。（#8581）
• 支持在 LinearWarmup 中指定step和epoch的优先级。（#8540）
• 兼容 pillow 升级至10.0。（#8446）

BugFix:

• 修复Paddle支持stride后，显存占用，运行降速问题。（#8489）
• 修复import错误，修改visualize.py。（#8476）
• 修复ema blacklist中v.dtype。（#8466）
• 修复推理时image_resize_c报错问题。（#8460）
• 修复ImageDraw中的textbbox报错问题。（#8455）
• 修复Paddle2.5中picodet_layout报错，增加nms_cpu参数。（#8453）
• 修复训练出现长警告。（#8421）
• 修复iou_score报错问题，修改ppdet/modeling/losses/detr_loss.py。（#8409）
• 修复solov2中0维问题。（#8643）
• 修复分布式参数以解决非GPU设备TIPC时多卡运行报错的问题。（#8635）
• 修复移除fluid调用，修改deploy/pipeline/ppvehicle/vehicle_plateutils.py。（#8631）

Documentations:

• 更新README_cn.md文档，加入飞浆AI套件说明。（#8601）
• 添加发布RTDETR Obj365预训练模型文档，修改configs/rtdetr/README.md。（#8567）
• 修正README_en.md文档拼写错误。（#8551）
• 更新xpu tipc脚本。（#8546）
• 增加数据集别名COCODetDataset。（#8503）
• 添加obj365预训练模型参数。（#8500）
• 更新tipc config中npu python版本。（#8485）
• 适配升级libmkldnn，修改deploy/cpp/CMakeLists.txt。（#8442）

New Contributors

• @veyron95 made their first contribution in #7746
• @ZhangYulongg made their first contribution in #7759
• @Zhao-Yian made their first contribution in #7865
• @DefTruth made their first contribution in #7950
• @dust8 made their first contribution in #8005
• @xiaoluomi made their first contribution in #8211
• @flytocc made their first contribution in #8066
• @khan-yin made their first contribution in #8278
• @zhangting2020 made their first contribution in #8305
• @EmmonsCurse made their first contribution in #8351
• @nijkah made their first contribution in #8409
• @Pcjmmc made their first contribution in #8442
• @livingbody made their first contribution in #8446
• @shiyutang made their first contribution in #8455

Full Changelog: v2.6.0...v2.7.0