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I will provide instance semantic and panoptic segmentation solutions
Python Computer Vision Specialist
As a senior computer vision specialist with 10+ years of experience, I deliver optimized vision solutions across object detection, pose estimation, segmentation, and scene understanding. My expertise ...
Level 1
Hat bestimmte Leistungskriterien erfüllt und zeigt großes Potenzial auf dem Marktplatz.
Über diesen Service
CORE Semantic/Instance/Panoptic SEGMENTATION EXPERTISE:
Foundation Models: SOTA pretrained models SAM, Grounded SAM, SEEM, YOLOE
Transformers: Mask2Former, Segmenter, Swin, SETR
CNNs: U-Net, U²-Net, PSPNet, DeepLab family
ENHANCEMENT & REFINEMENT:
Augmentation: Albumentations, Kornia, weak/pseudo-labeling
Multi-scale fusion: FPN, ASPP for better generalization
Post-Processing: CRF, TTA, ensemble predictions, boundary smoothing morphological ops, component analysis
Backbones: Swin, DINOv2, MobileViT for rich context
Hybrid CNN-Transformer: Faster inference with high accuracy
TECH STACK:
Frameworks: MMSegmentation, Detectron2, custom PyTorch/TF Libraries
OPTIMIZATION & DEPLOYMENT:
TensorRT, OpenVINO, DeepStream
Flask/FastAPI for scalable inference pipelines
DOMAIN EXPERTISE:
R&D/Custom Models: Ensemble segmentation, novel head-backbone pairings, fusion pipelines
Retail/Fashion: Apparel parsing, accessory detection, virtual try-ons
Sports: Player segmentation, pose tracking, action-focused masking
Medical Imaging: Tumor/organs from CT/MRI; semi-supervised histopath slides; DICOM/NIfTI support
Satellite: Multiband segmentation, change detection, GeoTIFF/QGIS workflows
Programmiersprache:
Python
•
SQL
•
Colab
•
MLflow
•
Amazon SageMaker
Tools:
Jupyter-Notizbuch
•
opencv
•
tensorflow
•
MLflow
•
CVAT
•
Colab
•
PyTorch
Frameworks:
scikit-learn
•
DeepPy
•
Google ML Kit
•
SimpleCV
•
keras
Bewertungen
2 Bewertungen für diesen Service
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- Kommunikation
- Qualität der Lieferung
- Preis-Leistungs-Verhältnis der Lieferung
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Am relevantesten
L lale_sidi
Mauretanien
I would always recommend working with Hamza
100 $-200 $
Preis
2 Tagen
Dauer
Hilfreich?Q qaynatt
Italien
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
50 $
Preis
1 Tag
Dauer
H 
Antwort des Freelancers
Hilfreich?
Bewertungen
2 Bewertungen für diesen Service
| (2) | ||
| (0) | ||
| (0) | ||
| (0) | ||
| (0) |
Zusammensetzung der Bewertung
- Kommunikation
- Qualität der Lieferung
- Preis-Leistungs-Verhältnis der Lieferung
Sortieren nach:
Am relevantesten
L lale_sidi
Mauretanien
I would always recommend working with Hamza
100 $-200 $
Preis
2 Tagen
Dauer
Hilfreich?Q qaynatt
Italien
Absolutely fantastic experience! Humza is clearly knowledgeable in his field and delivered exactly what I needed. I truly appreciated his honesty and professionalism throughout. Communication was clear and timely. Highly recommend, and I would definitely work with him again.
50 $
Preis
1 Tag
Dauer
H Antwort des Freelancers
Hilfreich?
